rm(list=ls())
## Check searchK and then an alternate specification
## for:
## PKK; AQAP; LRA; ONLF
## PKK-- likely K=2 is underspecified
## AQAP: substantive knowledge suggests 3 distinct periods
## ONLF: One very dominant framing
## LRA: This group has no change periods with the K=2 model; would they with a different spec?
## Load packages to clean and work with data
library(ggplot2)
library(tidyverse)
library(readxl)
source("topicSearchK.R") ## wrapper for text prep + searchK
##source("dominantFraming.R") ## wrapper to summarize yearly STM
##%%%%%%%%%%%%%%%%%%%%%%%%%%%
### Data + Summary Stats
##%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
### 2020 UCDP; good underlying base to
## try out strategies for measuring change
dataPath <- "./"
ucdp.ged<- read.csv(paste0(dataPath,"ged211.csv"))
ucdp.acd <- read.csv(paste0(
dataPath, "ucdp-prio-acd-211.csv"))
ucdp.actor <- read_excel(paste0(
dataPath, "ucdp-actor-211.xlsx"))
dim(ucdp.acd) ##2506;
## [1] 2506 28
dim(ucdp.ged) ## 261864 x 49
## [1] 261864 49
nonstate.actors <- ucdp.actor[which(ucdp.actor$Org==1),]
nonstate.actorList <- unique(nonstate.actors$ActorId)
length(nonstate.actorList) ## 1016
## [1] 1016
## GED/ACD want conflicts that are extrasystemic (1);
##intrastsate (3); and interationlized interstate (4)
## In all conflicts other than type 2 the side_b is a rebel group
## What I need to do is identfify candiate conflicts and actors in the
## ACD (which is in conflict-year)
## then make a list of conflicts and actors to use to subset the event data
types <- c(1, 3, 4)
acd.nonstate <- ucdp.acd[which(
ucdp.acd$type_of_conflict %in% types),]
dim(acd.nonstate) ## 2370 x 28 conflict-years
## [1] 2370 28
table(acd.nonstate$type_of_conflict)
##
## 1 3 4
## 117 1864 389
## 117 extrasystemtic conflict-years;; 1864 intrastate conflict years;
##349 internationalized interstate conflict years
length(unique(ucdp.acd$conflict_id)) ## 292 conflicts including state-state
## [1] 292
length(unique(acd.nonstate$conflict_id)) ## 244 conflicts that are state-nonstate
## [1] 244
length(unique(acd.nonstate$side_b_id)) ##593
## [1] 593
substate.conflicts <- unique(acd.nonstate$conflict_id)
length(substate.conflicts) ## 244
## [1] 244
## First: violent events as part of existing substate conflicts:
ucdp.subset <- ucdp.ged[which(
ucdp.ged$conflict_new_id %in% substate.conflicts),]
## Second, those events carried out by organized, non-state, armed actors:
ucdp.subset <- ucdp.subset[which(ucdp.subset$side_b_dset_id %in% nonstate.actorList),]
dim(ucdp.subset) ## 191252
## [1] 191252 49
summary(ucdp.subset$year)
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 1989 2006 2013 2010 2015 2020
length(unique(ucdp.subset$side_b_dset_id))
## [1] 356
length(unique(ucdp.subset$dyad_new_id))
## [1] 393
actor.freq <- as.data.frame(table(ucdp.subset$side_b))
actor.freq <- actor.freq[order(actor.freq$Freq),]
dim(actor.freq) ## 352x 2
## [1] 352 2
tail(actor.freq) ## Syrian insurgents; Kashmir insurgents;
## Var1 Freq
## 174 LTTE 4008
## 261 PKK 5101
## 159 Kashmir insurgents 6310
## 142 IS 15011
## 321 Taleban 31590
## 318 Syrian insurgents 60814
print(actor.freq)
## Var1 Freq
## 29 ARDUF 1
## 44 BMA 1
## 107 Forces of Harar garrison 1
## 134 High Council of Afghanistan Islamic Emirate 1
## 188 Military faction (forces of Andres Rodriguez) 1
## 196 Military faction (forces of Moisés Giroldi) 1
## 198 Military faction (forces of Raol Cédras) 1
## 287 Revolutionary Forces of 1 April 1
## 349 WSB 1
## 177 Mahaz-i Milli-yi Islami-yi Afghanistan 2
## 199 Military faction (forces of Shahnawaz Tanay) 2
## 214 MOSANAT 2
## 216 MPA/Republic of Anjouan 2
## 254 PFLL 2
## 268 Presidential guard 2
## 83 EPRLF 3
## 89 FARF 3
## 104 FNT 3
## 130 God's Army 3
## 148 Jamaat al-Muslimeen 3
## 179 Maute group 3
## 195 Military faction (forces of Maldoum Bada Abbas) 3
## 202 Military faction (Red Berets) 3
## 324 TTP - TA 3
## 337 UNRF II 3
## 350 Yurtta Sulh Konseyi 3
## 38 Baraka group 4
## 41 BIFM-K 4
## 114 Forces of Paul Joseph Mukungubila 4
## 120 FPRN 4
## 146 Jama'at Ansar al-Islam 4
## 149 Jamaat-ul-Ahrar 4
## 186 Military faction (forces of Amsha Desta and Merid Negusie) 4
## 189 Military faction (forces of Asaminew Tsige) 4
## 191 Military faction (forces of Himmler Rebu and Guy Francois) 4
## 193 Military faction (forces of Hugo Chávez) 4
## 212 MNR 4
## 289 RIRA 4
## 314 SSDM/A - Cobra Faction 4
## 340 UPCP 4
## 347 Wahhabi movement of the Buinaksk district 4
## 1 ABSDF 5
## 47 CCMSR 5
## 55 CNR 5
## 68 Croatian irregulars 5
## 112 Forces of Mullo Abdullo 5
## 126 FUNCINPEC 5
## 139 IGLF 5
## 194 Military faction (Forces of Hun Sen) 5
## 197 Military faction (forces of Nicolae Ceausescu) 5
## 200 Military faction (forces of Suret Husseinov) 5
## 201 Military faction (Lesotho) 5
## 205 MKP 5
## 239 NSF 5
## 245 OP Lavalas 5
## 108 Forces of Khalifa al-Ghawil 6
## 117 FPB 6
## 178 Maidan 6
## 190 Military faction (forces of Godefroid Niyombare) 6
## 213 MODEL 6
## 230 NDPVF 6
## 247 OPON Forces 6
## 274 RAFD 6
## 293 SARC 6
## 329 UFRA 6
## 10 al-Harakat al-Islamiyah 7
## 26 APF 7
## 70 CSNPD 7
## 94 FDSI-CI 7
## 173 LRM 7
## 187 Military faction (forces of André Kolingba) 7
## 192 Military faction (forces of Honasan, Abenina & Zumel) 7
## 215 MPA 7
## 219 MPS 7
## 298 Serbian irregulars 7
## 301 Signed-in-Blood Battalion 7
## 61 CPC 8
## 93 FDR 8
## 162 KDP 8
## 210 MNLF - HM 8
## 225 National Guard and Mkhedrioni 8
## 265 POLISARIO 8
## 286 Republic of South Sudan 8
## 6 Ahlul Sunnah Jamaa 9
## 37 Baloch Ittehad 9
## 118 FPLA 9
## 328 UFR 9
## 351 Zintan Military Council 9
## 67 CRA 10
## 105 Forces of Francois Bozize 10
## 151 JIG 10
## 204 MJP 10
## 320 Takfir wa'l Hijra 10
## 346 UWSA 10
## 122 Frolina 11
## 124 FRUD-C 11
## 234 NMSP 11
## 284 Republic of Somaliland 11
## 303 SLFA 11
## 310 SPM 11
## 325 UBA 11
## 18 AN 12
## 143 Islamic Legion 12
## 250 Parliamentary Forces 12
## 327 UFDD 12
## 344 USC/SSA 12
## 2 ABSU 13
## 121 FRCI 13
## 125 FUCD 13
## 319 TAK 13
## 86 EZLN 14
## 95 FIAA 14
## 101 FLRN 14
## 141 INPFL 14
## 231 Ninjas 14
## 317 Sultanate of Sulu 14
## 71 Darfur Joint Resistance Forces 15
## 85 ETIM 15
## 283 Republic of Slovenia 15
## 7 AIAI 16
## 12 al-Murabitun 16
## 257 PFT 16
## 305 SLM/A - MM 16
## 43 BLF 17
## 218 MPIGO 17
## 236 NRF 17
## 242 OLA 17
## 291 RSO 17
## 248 Palipehutu 18
## 33 ASL 19
## 63 CPI-ML-J 19
## 181 MDD 19
## 203 Military Junta for the Consolidation of Democracy, Peace and Justice 19
## 217 MPCI 19
## 238 NSCN-K 19
## 348 WNBF 19
## 34 ATNMC 20
## 96 FLAA 20
## 109 Forces of Khudoberdiyev 20
## 56 CNRD 21
## 59 Cocoyes 21
## 78 EPL 21
## 81 EPR 21
## 144 Jaish al-Adl 21
## 296 Seleka 21
## 339 UPC (Ali Darass Fulani supporters) 21
## 167 KPNLF 22
## 312 SRRC 22
## 76 EIJM - AS 23
## 92 FDLR-RUD 23
## 100 FLM 23
## 103 FNL-Ubugabo-Burihabwa 23
## 233 NLFT-B 23
## 21 Ansar Bayt al-Maqdis 24
## 64 CPJP 24
## 99 FLEC-R 24
## 138 Hizbul Islam 24
## 256 PFLP-GC 24
## 315 SSLM/A 24
## 338 UPA 24
## 208 MNJ 25
## 20 Ansar al-Sunnah 27
## 31 ARSA 27
## 60 Contras 27
## 49 CMA 28
## 123 FRUD 28
## 24 anti-Balaka 29
## 270 PUK 29
## 288 RFDG 29
## 313 SSDM/A 29
## 23 Ansarallah 30
## 222 MTA 30
## 341 UPLC 30
## 74 DKBA 5 31
## 58 Cobras 32
## 113 Forces of Norodom Ranariddh 32
## 235 NPFL 32
## 220 MQM 33
## 182 MDJT 35
## 39 BDK 36
## 277 RED-TABARA 37
## 53 CNDP 38
## 160 Kata Katanga 38
## 223 MUJAO 38
## 209 MNLF 39
## 224 NAS 39
## 46 BRAS 40
## 206 MLC 40
## 221 MRTA 40
## 280 Republic of Armenia 40
## 352 Zviadists 40
## 111 Forces of Muammar Gaddafi 41
## 290 RJF 41
## 153 Jondullah 42
## 322 TPLF 42
## 4 AFDL 43
## 295 SDF 43
## 79 EPL - Megateo 44
## 316 SSPP 44
## 132 Harakit Sawa'id Misr 46
## 211 MNLF - NM 46
## 271 PULF 46
## 285 Republic of South Ossetia 48
## 246 OPM 49
## 80 EPLF 50
## 25 APCLS 51
## 22 Ansar Dine 52
## 273 PYD 52
## 57 CNRT 53
## 35 ATTF 57
## 154 JSS/SB 57
## 229 NDFB-S 59
## 170 Lebanese Forces 61
## 180 MCC 61
## 241 Ntsiloulous 61
## 306 SNM 64
## 176 M23 65
## 165 KNPP 66
## 175 LURD 67
## 88 FARC dissidents 68
## 72 Democratic Republic of Yemen 72
## 163 KDPI 72
## 157 Kamajors 73
## 267 PREPAK 74
## 129 GNLA 76
## 73 DHKP-C 77
## 263 PMR 77
## 161 KCP 78
## 110 Forces of Michel Aoun 79
## 207 MNDAA 79
## 137 Hizb-i Wahdat 80
## 255 PFLP 80
## 145 Jam'iyyat-i Islami-yi Afghanistan 81
## 98 FLEC-FAC-TN 82
## 252 PBCP 83
## 150 JEM 84
## 140 IMU 87
## 50 CMC 89
## 294 SCIRI 89
## 266 PRC 90
## 343 USC/SNA 92
## 15 ALiR 95
## 40 BIFM 95
## 309 SPLM/A-North 95
## 82 EPRDF 99
## 226 NDA 99
## 253 PBCP-J 99
## 183 MEK 103
## 228 NDFB - RD 103
## 275 RCD 103
## 259 PIRA 109
## 36 Autonomous Province of Western Bosnia 112
## 237 NSCN-IM 112
## 232 NLFT 114
## 102 FMLN 115
## 156 JVP 118
## 169 Lashkar-e-Islam 124
## 260 PJAK 125
## 19 Ansar al-Islam 127
## 269 PSLF 127
## 336 UNLFW 127
## 54 CNPSC 128
## 276 RCSS 128
## 119 FPR 129
## 262 PLA 130
## 51 CNDD 136
## 136 Hizb-i Islami-yi Afghanistan - Khalis faction 138
## 335 UNLF 142
## 84 ETA 144
## 279 Republic of Abkhazia 144
## 5 AFRC 145
## 158 Kamuina Nsapu 153
## 97 FLEC-FAC 155
## 16 AMB 156
## 264 PNA 159
## 184 MFDC 164
## 331 ULA 174
## 304 SLM/A 181
## 240 NTC 187
## 345 UTO 196
## 42 BLA 197
## 227 NDFB 203
## 91 FDLR 204
## 302 Sikh insurgents 214
## 278 Renamo 216
## 45 BRA 226
## 282 Republic of Croatia 229
## 171 LPR 233
## 155 Junbish-i Milli-yi Islami 254
## 164 KIO 257
## 52 CNDD-FDD 259
## 9 al-Gama'a al-Islamiyya 260
## 272 PWG 261
## 90 Fatah 268
## 342 URNG 271
## 334 United Armed Forces of Novorossiya 282
## 69 Croatian Republic of Bosnia-Herzegovina 288
## 308 SPLM/A - IO 297
## 11 al-Mahdi Army 302
## 135 Hizb-i Islami-yi Afghanistan 304
## 116 Forces of the House of Representatives 320
## 30 ARS/UIC 338
## 166 KNU 344
## 3 ADF 346
## 168 KR 370
## 185 MILF 409
## 307 SPLM/A 410
## 292 RUF 411
## 249 Palipehutu-FNL 418
## 17 Ambazonia insurgents 425
## 311 SRF 448
## 243 OLF 462
## 258 PIJ 479
## 152 JNIM 486
## 133 Hezbollah 510
## 326 UCK 526
## 332 ULFA 526
## 297 Sendero Luminoso 590
## 32 ASG 625
## 8 AIS 652
## 244 ONLF 700
## 13 al-Qaida 711
## 75 DPR 778
## 281 Republic of Artsakh 797
## 77 ELN 818
## 330 UIFSA 911
## 27 AQAP 916
## 127 GAM 997
## 172 LRA 1038
## 300 Serbian Republic of Krajina 1137
## 147 Jama'atu Ahlis Sunna Lidda'awati wal-Jihad 1236
## 251 Patani insurgents 1246
## 128 GIA 1289
## 333 UNITA 1456
## 115 Forces of the Caucasus Emirate 1478
## 106 Forces of Hadi 1581
## 131 Hamas 1718
## 62 CPI-Maoist 1800
## 48 Chechen Republic of Ichkeria 1806
## 66 CPP 1835
## 28 AQIM 1937
## 299 Serbian Republic of Bosnia-Herzegovina 2863
## 87 FARC 2973
## 323 TTP 3667
## 65 CPN-M 3701
## 14 Al-Shabaab 3944
## 174 LTTE 4008
## 261 PKK 5101
## 159 Kashmir insurgents 6310
## 142 IS 15011
## 321 Taleban 31590
## 318 Syrian insurgents 60814
dim(actor.freq[which(actor.freq$Freq > 10),]) ## 258 with more than 10
## [1] 258 2
dim(actor.freq[which(actor.freq$Freq > 50),]) ## 147 with more than 50
## [1] 147 2
dim(actor.freq[which(actor.freq$Freq > 100),]) ## 105 with more than 100
## [1] 105 2
groups.tiny <- as.character(actor.freq[which(
actor.freq$Freq >= 10), "Var1"])
ged.tiny <- ucdp.subset[which(
ucdp.subset$side_b %in% groups.tiny),]
dim(ged.tiny) ## 190830
## [1] 190830 49
#############################
## subsets:
ged.pkk <-ged.tiny[which(ged.tiny$side_b_dset_id==323),]
ged.aqap <-ged.tiny[which(ged.tiny$side_b_dset_id==881),]
ged.lra <-ged.tiny[which(ged.tiny$side_b_dset_id==488),]
ged.onlf <-ged.tiny[which(ged.tiny$side_b_dset_id==497),]
## PKK: expectation is that two is too few
sk.pkk <- group.searchK(groupID= "-pkk",
data=ged.pkk,
k=20)
## [1] 5101 49
## Warning: 'dfm.corpus()' is deprecated. Use 'tokens()' first.
## Warning: min_nchar, ngrams arguments are not used.
## Warning: '...' should not be used for tokens() arguments; use 'tokens()' first.
## Warning: min_nchar, ngrams arguments are not used.
## Warning: min_nchar, ngrams arguments are not used.
## Warning: 'remove' is deprecated; use dfm_remove() instead
## Warning: 'stem' is deprecated; use dfm_wordstem() instead
## Warning in dfm2stm(x, docvars, omit_empty = TRUE): Dropped 5,101 empty
## document(s)
## Warning in stm(documents = heldout$documents, vocab = heldout$vocab, K = k, :
## K=2 is equivalent to a unidimensional scaling model which you may prefer.
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ..
## Recovering initialization...
## ..................
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.708)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.607, relative change = 2.144e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 3 (approx. per word bound = -4.582, relative change = 5.357e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.573, relative change = 2.082e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.568, relative change = 1.073e-03)
## Topic 1: kill, turkey, r, rebel, kurd
## Topic 2: turkish, --, kurdish, forc, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.565, relative change = 6.689e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.563, relative change = 4.914e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.561, relative change = 4.084e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.559, relative change = 3.566e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.558, relative change = 3.081e-04)
## Topic 1: kill, turkey, r, rebel, kurd
## Topic 2: turkish, --, kurdish, forc, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.557, relative change = 2.632e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.556, relative change = 2.417e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.554, relative change = 2.677e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.553, relative change = 3.601e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.550, relative change = 5.078e-04)
## Topic 1: kill, turkey, r, rebel, kurd
## Topic 2: --, turkish, kurdish, forc, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.547, relative change = 6.404e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.544, relative change = 6.795e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.541, relative change = 6.405e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.539, relative change = 5.966e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.536, relative change = 6.138e-04)
## Topic 1: kill, turkey, r, rebel, kurd
## Topic 2: --, turkish, kurdish, forc, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.533, relative change = 7.212e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.529, relative change = 8.559e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.525, relative change = 8.939e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.521, relative change = 8.000e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.518, relative change = 6.620e-04)
## Topic 1: kill, turkey, r, rebel, kurd
## Topic 2: --, turkish, kurdish, forc, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.515, relative change = 6.118e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.512, relative change = 7.387e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.508, relative change = 9.344e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.504, relative change = 8.087e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.502, relative change = 5.123e-04)
## Topic 1: kill, turkey, r, rebel, kurd
## Topic 2: --, turkish, kurdish, forc, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.500, relative change = 3.663e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.499, relative change = 3.326e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.497, relative change = 3.572e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.495, relative change = 3.911e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.493, relative change = 4.193e-04)
## Topic 1: kill, turkey, r, rebel, kurd
## Topic 2: --, turkish, kurdish, forc, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.491, relative change = 4.518e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.489, relative change = 4.961e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.487, relative change = 5.681e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.484, relative change = 6.763e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.480, relative change = 7.921e-04)
## Topic 1: kill, turkey, r, rebel, kurd
## Topic 2: --, turkish, kurdish, forc, ankara
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.476, relative change = 8.654e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.472, relative change = 9.077e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.468, relative change = 9.724e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -4.463, relative change = 1.063e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.458, relative change = 1.150e-03)
## Topic 1: kill, turkey, r, rebel, kurd
## Topic 2: --, turkish, forc, ankara, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.453, relative change = 1.203e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.447, relative change = 1.209e-03)
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## Topic 1: kill, turkey, r, rebel, kurdish
## Topic 2: --, turkish, forc, ankara, terrorist
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## Topic 1: kill, turkey, r, rebel, kurdish
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## Topic 1: kill, turkey, r, rebel, turkish
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## Topic 1: kill, turkish, turkey, r, rebel
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## Topic 1: kill, turkish, turkey, r, rebel
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## Topic 1: kill, turkish, turkey, r, rebel
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## Topic 1: kill, turkish, turkey, r, rebel
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## Topic 1: kill, turkish, turkey, r, rebel
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## Topic 1: kill, turkish, turkey, r, rebel
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## Topic 1: kill, turkish, turkey, r, rebel
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## Topic 1: kill, turkish, r, rebel, turkey
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## Topic 1: kill, turkish, r, rebel, turkey
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## Topic 1: kill, turkish, r, rebel, turkey
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## Topic 1: kill, turkish, r, rebel, turkey
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## Topic 1: kill, turkish, r, rebel, turkey
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## Topic 1: kill, turkish, r, rebel, turkey
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## Topic 1: kill, turkish, r, rebel, turkey
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## Completing Iteration 136 (approx. per word bound = -4.287, relative change = 2.994e-05)
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## Topic 1: kill, turkish, r, rebel, turkey
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## Topic 1: kill, turkish, r, rebel, turkey
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## Topic 1: kill, turkish, r, rebel, turkey
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## Topic 1: kill, turkish, r, rebel, turkey
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## Topic 1: kill, turkish, r, rebel, turkey
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## Topic 1: kill, turkish, r, rebel, turkey
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## Completing Iteration 167 (approx. per word bound = -4.285, relative change = 1.563e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 168 (approx. per word bound = -4.285, relative change = 1.527e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 169 (approx. per word bound = -4.285, relative change = 1.465e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 170 (approx. per word bound = -4.284, relative change = 1.394e-05)
## Topic 1: kill, turkish, r, rebel, turkey
## Topic 2: --, forc, kill, defens, turkish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 171 (approx. per word bound = -4.284, relative change = 1.342e-05)
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## Completing Iteration 172 (approx. per word bound = -4.284, relative change = 1.324e-05)
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## Completing Iteration 173 (approx. per word bound = -4.284, relative change = 1.336e-05)
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## Completing Iteration 174 (approx. per word bound = -4.284, relative change = 1.370e-05)
## ....................................................................................................
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## Completed M-Step.
## Completing Iteration 175 (approx. per word bound = -4.284, relative change = 1.418e-05)
## Topic 1: kill, turkish, r, rebel, turkey
## Topic 2: --, forc, kill, defens, turkish
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 176 (approx. per word bound = -4.284, relative change = 1.468e-05)
## ....................................................................................................
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## Completing Iteration 177 (approx. per word bound = -4.284, relative change = 1.495e-05)
## ....................................................................................................
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## Completing Iteration 178 (approx. per word bound = -4.284, relative change = 1.479e-05)
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## Completing Iteration 179 (approx. per word bound = -4.284, relative change = 1.415e-05)
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## Completing Iteration 180 (approx. per word bound = -4.284, relative change = 1.321e-05)
## Topic 1: kill, turkish, r, rebel, turkey
## Topic 2: --, forc, kill, defens, turkish
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 181 (approx. per word bound = -4.284, relative change = 1.218e-05)
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## Completing Iteration 182 (approx. per word bound = -4.284, relative change = 1.124e-05)
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## Completing Iteration 183 (approx. per word bound = -4.284, relative change = 1.044e-05)
## ....................................................................................................
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## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ...
## Recovering initialization...
## ..................
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 1 (approx. per word bound = -4.852)
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## Completing Iteration 2 (approx. per word bound = -4.661, relative change = 3.929e-02)
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## Completing Iteration 3 (approx. per word bound = -4.611, relative change = 1.078e-02)
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## Completing Iteration 4 (approx. per word bound = -4.591, relative change = 4.362e-03)
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## Completing Iteration 5 (approx. per word bound = -4.580, relative change = 2.313e-03)
## Topic 1: kill, forc, clash, european, four
## Topic 2: --, rebel, turkey, soldier, terrorist
## Topic 3: turkish, r, kurdish, ankara, kurd
## ....................................................................................................
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## Completing Iteration 6 (approx. per word bound = -4.573, relative change = 1.470e-03)
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## Completing Iteration 7 (approx. per word bound = -4.569, relative change = 1.076e-03)
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## Completing Iteration 8 (approx. per word bound = -4.564, relative change = 8.809e-04)
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## Completing Iteration 9 (approx. per word bound = -4.561, relative change = 7.666e-04)
## ....................................................................................................
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## Completing Iteration 10 (approx. per word bound = -4.558, relative change = 7.046e-04)
## Topic 1: kill, forc, clash, european, four
## Topic 2: --, rebel, turkey, soldier, terrorist
## Topic 3: turkish, r, kurdish, ankara, kurd
## ....................................................................................................
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## Completing Iteration 11 (approx. per word bound = -4.555, relative change = 6.876e-04)
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## Completing Iteration 12 (approx. per word bound = -4.551, relative change = 7.131e-04)
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## Completing Iteration 13 (approx. per word bound = -4.548, relative change = 7.678e-04)
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## Completing Iteration 14 (approx. per word bound = -4.544, relative change = 8.313e-04)
## ....................................................................................................
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## Completing Iteration 15 (approx. per word bound = -4.540, relative change = 8.522e-04)
## Topic 1: kill, clash, forc, european, four
## Topic 2: --, rebel, turkey, soldier, terrorist
## Topic 3: turkish, r, kurdish, ankara, kurd
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## Completing Iteration 16 (approx. per word bound = -4.537, relative change = 8.149e-04)
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## Completing Iteration 17 (approx. per word bound = -4.533, relative change = 7.878e-04)
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## Completing Iteration 18 (approx. per word bound = -4.529, relative change = 8.046e-04)
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## Completing Iteration 19 (approx. per word bound = -4.525, relative change = 8.475e-04)
## ....................................................................................................
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## Completing Iteration 20 (approx. per word bound = -4.521, relative change = 9.018e-04)
## Topic 1: kill, clash, forc, european, four
## Topic 2: --, rebel, turkey, soldier, defens
## Topic 3: turkish, r, kurdish, turkey, ankara
## ....................................................................................................
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## Completing Iteration 21 (approx. per word bound = -4.517, relative change = 9.675e-04)
## ....................................................................................................
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## Completing Iteration 22 (approx. per word bound = -4.512, relative change = 1.054e-03)
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## Completing Iteration 23 (approx. per word bound = -4.507, relative change = 1.179e-03)
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## Completing Iteration 24 (approx. per word bound = -4.501, relative change = 1.365e-03)
## ....................................................................................................
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## Completing Iteration 25 (approx. per word bound = -4.494, relative change = 1.591e-03)
## Topic 1: kill, clash, european, forc, four
## Topic 2: --, rebel, forc, soldier, defens
## Topic 3: turkish, r, turkey, kurdish, ankara
## ....................................................................................................
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## Completing Iteration 26 (approx. per word bound = -4.486, relative change = 1.797e-03)
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## Completing Iteration 27 (approx. per word bound = -4.477, relative change = 1.949e-03)
## ....................................................................................................
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## Completing Iteration 28 (approx. per word bound = -4.468, relative change = 2.022e-03)
## ....................................................................................................
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## Completing Iteration 29 (approx. per word bound = -4.459, relative change = 2.016e-03)
## ....................................................................................................
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## Completing Iteration 30 (approx. per word bound = -4.450, relative change = 2.009e-03)
## Topic 1: kill, clash, f, european, four
## Topic 2: --, rebel, forc, soldier, defens
## Topic 3: turkish, r, turkey, kurdish, ankara
## ....................................................................................................
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## Completing Iteration 31 (approx. per word bound = -4.441, relative change = 2.068e-03)
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## Completing Iteration 32 (approx. per word bound = -4.431, relative change = 2.203e-03)
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## Completing Iteration 33 (approx. per word bound = -4.420, relative change = 2.479e-03)
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## Completing Iteration 34 (approx. per word bound = -4.407, relative change = 2.846e-03)
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## Completing Iteration 35 (approx. per word bound = -4.394, relative change = 3.068e-03)
## Topic 1: kill, clash, f, terrorist, european
## Topic 2: --, forc, rebel, defens, soldier
## Topic 3: turkish, r, turkey, kurdish, rebel
## ....................................................................................................
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## Completing Iteration 36 (approx. per word bound = -4.382, relative change = 2.736e-03)
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## Completing Iteration 37 (approx. per word bound = -4.372, relative change = 2.213e-03)
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## Completing Iteration 38 (approx. per word bound = -4.364, relative change = 1.722e-03)
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## Completing Iteration 39 (approx. per word bound = -4.359, relative change = 1.354e-03)
## ....................................................................................................
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## Completing Iteration 40 (approx. per word bound = -4.353, relative change = 1.199e-03)
## Topic 1: kill, clash, f, terrorist, four
## Topic 2: --, forc, defens, turkish, soldier
## Topic 3: turkish, r, turkey, rebel, kurdish
## ....................................................................................................
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## Completing Iteration 41 (approx. per word bound = -4.348, relative change = 1.128e-03)
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## Completing Iteration 42 (approx. per word bound = -4.344, relative change = 1.081e-03)
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## Completing Iteration 43 (approx. per word bound = -4.339, relative change = 1.015e-03)
## ....................................................................................................
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## Completing Iteration 44 (approx. per word bound = -4.335, relative change = 9.252e-04)
## ....................................................................................................
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## Completing Iteration 45 (approx. per word bound = -4.332, relative change = 8.196e-04)
## Topic 1: kill, clash, f, terrorist, say
## Topic 2: --, forc, defens, turkish, people’
## Topic 3: turkish, r, rebel, turkey, kurdish
## ....................................................................................................
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## Completing Iteration 46 (approx. per word bound = -4.329, relative change = 7.100e-04)
## ....................................................................................................
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## Completing Iteration 47 (approx. per word bound = -4.326, relative change = 6.144e-04)
## ....................................................................................................
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## Completing Iteration 48 (approx. per word bound = -4.324, relative change = 5.373e-04)
## ....................................................................................................
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## Completing Iteration 49 (approx. per word bound = -4.322, relative change = 4.802e-04)
## ....................................................................................................
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## Completing Iteration 50 (approx. per word bound = -4.320, relative change = 4.445e-04)
## Topic 1: kill, clash, f, say, terrorist
## Topic 2: --, forc, defens, turkish, people’
## Topic 3: turkish, r, rebel, turkey, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 51 (approx. per word bound = -4.318, relative change = 4.278e-04)
## ....................................................................................................
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## Completing Iteration 52 (approx. per word bound = -4.316, relative change = 4.168e-04)
## ....................................................................................................
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## Completing Iteration 53 (approx. per word bound = -4.314, relative change = 3.918e-04)
## ....................................................................................................
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## Completing Iteration 54 (approx. per word bound = -4.313, relative change = 3.565e-04)
## ....................................................................................................
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## Completing Iteration 55 (approx. per word bound = -4.311, relative change = 3.275e-04)
## Topic 1: kill, clash, say, f, terrorist
## Topic 2: --, forc, defens, turkish, people’
## Topic 3: turkish, r, rebel, turkey, kurdish
## ....................................................................................................
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## Completing Iteration 56 (approx. per word bound = -4.310, relative change = 3.066e-04)
## ....................................................................................................
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## Completing Iteration 57 (approx. per word bound = -4.309, relative change = 2.907e-04)
## ....................................................................................................
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## Completing Iteration 58 (approx. per word bound = -4.308, relative change = 2.761e-04)
## ....................................................................................................
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## Completing Iteration 59 (approx. per word bound = -4.307, relative change = 2.609e-04)
## ....................................................................................................
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## Completing Iteration 60 (approx. per word bound = -4.305, relative change = 2.449e-04)
## Topic 1: kill, clash, say, f, terrorist
## Topic 2: --, forc, defens, turkish, people’
## Topic 3: turkish, r, rebel, turkey, kurdish
## ....................................................................................................
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## Completing Iteration 61 (approx. per word bound = -4.304, relative change = 2.288e-04)
## ....................................................................................................
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## Completing Iteration 62 (approx. per word bound = -4.304, relative change = 2.129e-04)
## ....................................................................................................
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## Completing Iteration 63 (approx. per word bound = -4.303, relative change = 1.981e-04)
## ....................................................................................................
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## Completing Iteration 64 (approx. per word bound = -4.302, relative change = 1.852e-04)
## ....................................................................................................
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## Completing Iteration 65 (approx. per word bound = -4.301, relative change = 1.740e-04)
## Topic 1: kill, clash, say, f, terrorist
## Topic 2: --, forc, defens, turkish, people’
## Topic 3: turkish, r, rebel, turkey, kurdish
## ....................................................................................................
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## Completing Iteration 66 (approx. per word bound = -4.300, relative change = 1.638e-04)
## ....................................................................................................
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## Completing Iteration 67 (approx. per word bound = -4.300, relative change = 1.537e-04)
## ....................................................................................................
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## Completing Iteration 68 (approx. per word bound = -4.299, relative change = 1.441e-04)
## ....................................................................................................
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## Completing Iteration 69 (approx. per word bound = -4.299, relative change = 1.363e-04)
## ....................................................................................................
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## Completing Iteration 70 (approx. per word bound = -4.298, relative change = 1.306e-04)
## Topic 1: kill, clash, say, f, terrorist
## Topic 2: --, forc, defens, turkish, people’
## Topic 3: turkish, r, rebel, turkey, kurdish
## ....................................................................................................
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## Completing Iteration 71 (approx. per word bound = -4.297, relative change = 1.271e-04)
## ....................................................................................................
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## Completing Iteration 72 (approx. per word bound = -4.297, relative change = 1.247e-04)
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## Completing Iteration 73 (approx. per word bound = -4.296, relative change = 1.214e-04)
## ....................................................................................................
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## Completing Iteration 74 (approx. per word bound = -4.296, relative change = 1.157e-04)
## ....................................................................................................
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## Completing Iteration 75 (approx. per word bound = -4.295, relative change = 1.089e-04)
## Topic 1: kill, clash, say, f, terrorist
## Topic 2: --, forc, defens, turkish, people’
## Topic 3: turkish, r, rebel, turkey, kurdish
## ....................................................................................................
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## Completing Iteration 76 (approx. per word bound = -4.295, relative change = 1.024e-04)
## ....................................................................................................
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## Completing Iteration 77 (approx. per word bound = -4.295, relative change = 9.691e-05)
## ....................................................................................................
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## Completing Iteration 78 (approx. per word bound = -4.294, relative change = 9.233e-05)
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## Completing Iteration 79 (approx. per word bound = -4.294, relative change = 8.892e-05)
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## Completing Iteration 80 (approx. per word bound = -4.293, relative change = 8.689e-05)
## Topic 1: kill, clash, say, terrorist, f
## Topic 2: --, forc, defens, turkish, people’
## Topic 3: turkish, r, rebel, turkey, kurdish
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## Completing Iteration 81 (approx. per word bound = -4.293, relative change = 8.618e-05)
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## Completing Iteration 82 (approx. per word bound = -4.293, relative change = 8.641e-05)
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## Completing Iteration 83 (approx. per word bound = -4.292, relative change = 8.671e-05)
## ....................................................................................................
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## Completing Iteration 84 (approx. per word bound = -4.292, relative change = 8.607e-05)
## ....................................................................................................
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## Completing Iteration 85 (approx. per word bound = -4.292, relative change = 8.405e-05)
## Topic 1: kill, clash, say, terrorist, f
## Topic 2: --, forc, defens, turkish, people’
## Topic 3: turkish, r, rebel, turkey, kurdish
## ....................................................................................................
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## Completing Iteration 86 (approx. per word bound = -4.291, relative change = 8.157e-05)
## ....................................................................................................
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## Completing Iteration 87 (approx. per word bound = -4.291, relative change = 8.008e-05)
## ....................................................................................................
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## Completing Iteration 88 (approx. per word bound = -4.291, relative change = 8.023e-05)
## ....................................................................................................
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## Completing Iteration 89 (approx. per word bound = -4.290, relative change = 8.195e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 90 (approx. per word bound = -4.290, relative change = 8.497e-05)
## Topic 1: kill, clash, terrorist, say, f
## Topic 2: --, forc, defens, turkish, people’
## Topic 3: turkish, r, rebel, turkey, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 91 (approx. per word bound = -4.289, relative change = 8.900e-05)
## ....................................................................................................
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## Completing Iteration 92 (approx. per word bound = -4.289, relative change = 9.341e-05)
## ....................................................................................................
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## Completing Iteration 93 (approx. per word bound = -4.289, relative change = 9.680e-05)
## ....................................................................................................
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## Completing Iteration 94 (approx. per word bound = -4.288, relative change = 9.759e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 95 (approx. per word bound = -4.288, relative change = 9.632e-05)
## Topic 1: kill, clash, terrorist, say, f
## Topic 2: --, forc, defens, turkish, kurdish
## Topic 3: turkish, r, rebel, turkey, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 96 (approx. per word bound = -4.287, relative change = 9.409e-05)
## ....................................................................................................
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## Completing Iteration 97 (approx. per word bound = -4.287, relative change = 9.119e-05)
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## Completing Iteration 98 (approx. per word bound = -4.287, relative change = 8.760e-05)
## ....................................................................................................
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## Topic 1: kill, clash, terrorist, say, f
## Topic 2: --, forc, defens, turkish, kurdish
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## Topic 1: kill, clash, terrorist, say, f
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## Topic 1: kill, clash, terrorist, say, f
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## Topic 1: kill, clash, terrorist, say, secur
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## Topic 1: kill, clash, terrorist, secur, say
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## Topic 1: kill, clash, terrorist, secur, say
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## Topic 1: kill, clash, terrorist, secur, say
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## Topic 1: kill, clash, terrorist, secur, say
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## Topic 1: kill, clash, terrorist, secur, say
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## Topic 1: kill, clash, terrorist, secur, say
## Topic 2: --, forc, defens, turkish, kurdish
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## Topic 1: kill, clash, terrorist, secur, say
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## Topic 1: kill, clash, terrorist, secur, say
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## Topic 1: kill, clash, terrorist, secur, say
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## Topic 1: kill, clash, terrorist, turkish, secur
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## Topic 1: kill, clash, terrorist, turkish, secur
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## Topic 1: kill, clash, turkish, terrorist, secur
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## Topic 1: kill, clash, turkish, terrorist, secur
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## Topic 1: kill, turkish, clash, terrorist, secur
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## Topic 1: kill, turkish, clash, terrorist, secur
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## Topic 1: kill, turkish, clash, terrorist, secur
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## Completing Iteration 212 (approx. per word bound = -4.266, relative change = 8.518e-05)
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## Topic 1: kill, turkish, clash, terrorist, secur
## Topic 2: --, forc, defens, kill, turkish
## Topic 3: r, rebel, turkey, kill, kurdish
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## Completing Iteration 216 (approx. per word bound = -4.264, relative change = 1.096e-04)
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## Topic 1: kill, turkish, clash, terrorist, ankara
## Topic 2: --, forc, defens, kill, turkish
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## Topic 1: kill, turkish, clash, ankara, terrorist
## Topic 2: --, forc, kill, defens, turkish
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## Topic 1: kill, turkish, clash, ankara, terrorist
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## Topic 1: turkish, kill, clash, ankara, terrorist
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## Topic 1: turkish, kill, clash, ankara, terrorist
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## Topic 1: turkish, kill, clash, ankara, terrorist
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## Topic 1: turkish, kill, clash, ankara, terrorist
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## Topic 1: turkish, kill, clash, ankara, terrorist
## Topic 2: --, forc, kill, defens, turkish
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## Completing Iteration 256 (approx. per word bound = -4.245, relative change = 1.418e-04)
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## Completing Iteration 260 (approx. per word bound = -4.242, relative change = 1.352e-04)
## Topic 1: turkish, kill, clash, ankara, terrorist
## Topic 2: --, forc, kill, defens, turkish
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## Completing Iteration 265 (approx. per word bound = -4.240, relative change = 1.169e-04)
## Topic 1: turkish, kill, clash, ankara, terrorist
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## Completing Iteration 270 (approx. per word bound = -4.238, relative change = 6.874e-05)
## Topic 1: turkish, kill, clash, ankara, terrorist
## Topic 2: --, forc, kill, defens, turkish
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## Completing Iteration 271 (approx. per word bound = -4.238, relative change = 6.295e-05)
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## Completing Iteration 272 (approx. per word bound = -4.237, relative change = 5.917e-05)
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## Completing Iteration 274 (approx. per word bound = -4.237, relative change = 5.592e-05)
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## Completing Iteration 275 (approx. per word bound = -4.237, relative change = 5.601e-05)
## Topic 1: turkish, kill, clash, ankara, terrorist
## Topic 2: --, forc, kill, defens, turkish
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## Completing Iteration 276 (approx. per word bound = -4.236, relative change = 5.670e-05)
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## Completing Iteration 279 (approx. per word bound = -4.236, relative change = 6.034e-05)
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## Completing Iteration 280 (approx. per word bound = -4.235, relative change = 6.306e-05)
## Topic 1: turkish, kill, clash, ankara, terrorist
## Topic 2: --, forc, kill, defens, turkish
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## Completing Iteration 281 (approx. per word bound = -4.235, relative change = 7.005e-05)
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## Completing Iteration 285 (approx. per word bound = -4.234, relative change = 7.339e-05)
## Topic 1: turkish, kill, ankara, clash, terrorist
## Topic 2: --, forc, kill, defens, turkish
## Topic 3: kill, r, rebel, turkey, kurdish
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## Completing Iteration 286 (approx. per word bound = -4.233, relative change = 6.676e-05)
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## Completing Iteration 287 (approx. per word bound = -4.233, relative change = 6.275e-05)
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## Completing Iteration 288 (approx. per word bound = -4.233, relative change = 6.055e-05)
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## Completing Iteration 289 (approx. per word bound = -4.233, relative change = 5.947e-05)
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## Completing Iteration 290 (approx. per word bound = -4.232, relative change = 5.909e-05)
## Topic 1: turkish, kill, ankara, clash, terrorist
## Topic 2: --, forc, kill, defens, turkish
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## Completing Iteration 291 (approx. per word bound = -4.232, relative change = 5.914e-05)
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## Completing Iteration 294 (approx. per word bound = -4.231, relative change = 5.752e-05)
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## Completing Iteration 295 (approx. per word bound = -4.231, relative change = 5.690e-05)
## Topic 1: turkish, kill, ankara, clash, terrorist
## Topic 2: --, forc, kill, defens, turkish
## Topic 3: kill, r, rebel, turkey, kurdish
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## Completing Iteration 296 (approx. per word bound = -4.231, relative change = 5.618e-05)
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## Completing Iteration 297 (approx. per word bound = -4.231, relative change = 5.605e-05)
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## Completing Iteration 298 (approx. per word bound = -4.230, relative change = 5.627e-05)
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## Completing Iteration 299 (approx. per word bound = -4.230, relative change = 5.709e-05)
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## Completing Iteration 300 (approx. per word bound = -4.230, relative change = 5.895e-05)
## Topic 1: turkish, kill, ankara, clash, terrorist
## Topic 2: --, forc, kill, defens, turkish
## Topic 3: kill, r, rebel, turkey, kurdish
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## Completing Iteration 301 (approx. per word bound = -4.230, relative change = 6.241e-05)
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## Completing Iteration 302 (approx. per word bound = -4.229, relative change = 6.909e-05)
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## Completing Iteration 305 (approx. per word bound = -4.228, relative change = 1.364e-04)
## Topic 1: turkish, kill, ankara, clash, terrorist
## Topic 2: --, forc, kill, defens, turkish
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## Completing Iteration 306 (approx. per word bound = -4.227, relative change = 1.876e-04)
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## Completing Iteration 307 (approx. per word bound = -4.226, relative change = 2.432e-04)
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## Completing Iteration 308 (approx. per word bound = -4.225, relative change = 2.741e-04)
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## Completing Iteration 309 (approx. per word bound = -4.224, relative change = 2.640e-04)
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## Completing Iteration 310 (approx. per word bound = -4.223, relative change = 2.288e-04)
## Topic 1: turkish, kill, ankara, clash, terrorist
## Topic 2: --, forc, kill, defens, turkish
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## Completing Iteration 311 (approx. per word bound = -4.222, relative change = 1.850e-04)
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## Completing Iteration 312 (approx. per word bound = -4.222, relative change = 1.446e-04)
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## Completing Iteration 314 (approx. per word bound = -4.221, relative change = 1.143e-04)
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## Completing Iteration 315 (approx. per word bound = -4.220, relative change = 1.005e-04)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: --, forc, kill, defens, turkish
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## Completing Iteration 316 (approx. per word bound = -4.220, relative change = 8.852e-05)
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## Completing Iteration 317 (approx. per word bound = -4.219, relative change = 8.259e-05)
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## Completing Iteration 320 (approx. per word bound = -4.218, relative change = 8.477e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: --, forc, kill, defens, turkish
## Topic 3: kill, r, rebel, turkey, kurdish
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## Completing Iteration 321 (approx. per word bound = -4.218, relative change = 8.788e-05)
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## Completing Iteration 324 (approx. per word bound = -4.217, relative change = 9.357e-05)
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## Completing Iteration 325 (approx. per word bound = -4.216, relative change = 9.060e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: --, forc, kill, defens, turkish
## Topic 3: kill, r, rebel, turkey, kurdish
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## Completed E-Step (0 seconds).
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## Completing Iteration 326 (approx. per word bound = -4.216, relative change = 8.734e-05)
## ....................................................................................................
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## Completing Iteration 327 (approx. per word bound = -4.216, relative change = 8.648e-05)
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## Completing Iteration 328 (approx. per word bound = -4.215, relative change = 8.345e-05)
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## Completing Iteration 329 (approx. per word bound = -4.215, relative change = 7.666e-05)
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## Completing Iteration 330 (approx. per word bound = -4.215, relative change = 6.740e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: --, forc, defens, kill, turkish
## Topic 3: kill, r, rebel, turkey, kurdish
## ....................................................................................................
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## Completing Iteration 331 (approx. per word bound = -4.214, relative change = 6.060e-05)
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## Completing Iteration 332 (approx. per word bound = -4.214, relative change = 5.675e-05)
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## Completing Iteration 333 (approx. per word bound = -4.214, relative change = 5.408e-05)
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## Completing Iteration 334 (approx. per word bound = -4.214, relative change = 5.348e-05)
## ....................................................................................................
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## Completing Iteration 335 (approx. per word bound = -4.214, relative change = 5.307e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: --, forc, defens, kill, turkish
## Topic 3: kill, r, rebel, turkey, kurdish
## ....................................................................................................
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## Completing Iteration 336 (approx. per word bound = -4.213, relative change = 5.252e-05)
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## Completing Iteration 337 (approx. per word bound = -4.213, relative change = 5.133e-05)
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## Completing Iteration 338 (approx. per word bound = -4.213, relative change = 5.000e-05)
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## Completing Iteration 339 (approx. per word bound = -4.213, relative change = 4.739e-05)
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## Completing Iteration 340 (approx. per word bound = -4.213, relative change = 4.483e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: --, forc, defens, kill, turkish
## Topic 3: kill, r, rebel, turkey, kurdish
## ....................................................................................................
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## Completing Iteration 341 (approx. per word bound = -4.212, relative change = 4.145e-05)
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## Completing Iteration 342 (approx. per word bound = -4.212, relative change = 3.819e-05)
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## Completing Iteration 343 (approx. per word bound = -4.212, relative change = 3.546e-05)
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## Completing Iteration 344 (approx. per word bound = -4.212, relative change = 3.501e-05)
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## Completing Iteration 345 (approx. per word bound = -4.212, relative change = 3.618e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: --, forc, defens, kill, turkish
## Topic 3: kill, r, rebel, turkey, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 346 (approx. per word bound = -4.212, relative change = 2.966e-05)
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## Completing Iteration 347 (approx. per word bound = -4.212, relative change = 2.479e-05)
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## Completing Iteration 348 (approx. per word bound = -4.211, relative change = 2.342e-05)
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## Completing Iteration 349 (approx. per word bound = -4.211, relative change = 2.172e-05)
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## Completing Iteration 350 (approx. per word bound = -4.211, relative change = 1.908e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: --, forc, defens, kill, turkish
## Topic 3: kill, r, rebel, turkey, kurdish
## ....................................................................................................
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## Completing Iteration 351 (approx. per word bound = -4.211, relative change = 1.703e-05)
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## Completing Iteration 352 (approx. per word bound = -4.211, relative change = 1.918e-05)
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## Completing Iteration 353 (approx. per word bound = -4.211, relative change = 1.504e-05)
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## Completing Iteration 354 (approx. per word bound = -4.211, relative change = 1.122e-05)
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## Completing Iteration 355 (approx. per word bound = -4.211, relative change = 1.087e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: --, forc, defens, kill, turkish
## Topic 3: kill, r, rebel, turkey, kurdish
## ....................................................................................................
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## Completing Iteration 356 (approx. per word bound = -4.211, relative change = 1.367e-05)
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## Completing Iteration 357 (approx. per word bound = -4.211, relative change = 1.624e-05)
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## Completing Iteration 358 (approx. per word bound = -4.211, relative change = 1.885e-05)
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## Completing Iteration 359 (approx. per word bound = -4.211, relative change = 2.909e-05)
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## Completing Iteration 360 (approx. per word bound = -4.210, relative change = 3.928e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: --, forc, defens, kill, turkish
## Topic 3: kill, r, rebel, turkey, kurdish
## ....................................................................................................
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## Completing Iteration 361 (approx. per word bound = -4.210, relative change = 3.850e-05)
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## Completing Iteration 362 (approx. per word bound = -4.210, relative change = 2.716e-05)
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## Completing Iteration 363 (approx. per word bound = -4.210, relative change = 1.919e-05)
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## Completing Iteration 364 (approx. per word bound = -4.210, relative change = 1.702e-05)
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## Completing Iteration 365 (approx. per word bound = -4.210, relative change = 1.762e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: --, forc, defens, turkish, kill
## Topic 3: kill, r, rebel, turkey, kurdish
## ....................................................................................................
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## Completing Iteration 366 (approx. per word bound = -4.210, relative change = 1.881e-05)
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## Completing Iteration 367 (approx. per word bound = -4.210, relative change = 2.145e-05)
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## Completing Iteration 368 (approx. per word bound = -4.210, relative change = 2.592e-05)
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## Completing Iteration 369 (approx. per word bound = -4.210, relative change = 3.243e-05)
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## Completing Iteration 370 (approx. per word bound = -4.209, relative change = 4.138e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: --, forc, defens, turkish, kill
## Topic 3: kill, r, rebel, turkey, kurdish
## ....................................................................................................
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## Completing Iteration 371 (approx. per word bound = -4.209, relative change = 5.348e-05)
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## Completing Iteration 372 (approx. per word bound = -4.209, relative change = 7.436e-05)
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## Completing Iteration 373 (approx. per word bound = -4.208, relative change = 1.115e-04)
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## Completing Iteration 374 (approx. per word bound = -4.208, relative change = 1.728e-04)
## ....................................................................................................
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## Completing Iteration 375 (approx. per word bound = -4.207, relative change = 2.610e-04)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: --, forc, defens, turkish, kill
## Topic 3: kill, r, rebel, turkey, kurdish
## ....................................................................................................
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## Completing Iteration 376 (approx. per word bound = -4.205, relative change = 3.451e-04)
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## Completing Iteration 377 (approx. per word bound = -4.204, relative change = 3.678e-04)
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## Completing Iteration 378 (approx. per word bound = -4.202, relative change = 3.043e-04)
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## Completing Iteration 379 (approx. per word bound = -4.201, relative change = 1.973e-04)
## ....................................................................................................
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## Completing Iteration 380 (approx. per word bound = -4.201, relative change = 1.168e-04)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: --, forc, defens, turkish, kill
## Topic 3: kill, r, rebel, turkey, kurdish
## ....................................................................................................
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## Completing Iteration 381 (approx. per word bound = -4.201, relative change = 7.378e-05)
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## Completing Iteration 382 (approx. per word bound = -4.200, relative change = 5.293e-05)
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## Completing Iteration 383 (approx. per word bound = -4.200, relative change = 4.274e-05)
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## Completing Iteration 384 (approx. per word bound = -4.200, relative change = 3.642e-05)
## ....................................................................................................
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## Completing Iteration 385 (approx. per word bound = -4.200, relative change = 3.121e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: --, forc, defens, turkish, kill
## Topic 3: kill, r, rebel, turkey, kurdish
## ....................................................................................................
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## Completing Iteration 386 (approx. per word bound = -4.200, relative change = 2.725e-05)
## ....................................................................................................
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## Completing Iteration 387 (approx. per word bound = -4.200, relative change = 2.551e-05)
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## Completing Iteration 388 (approx. per word bound = -4.200, relative change = 2.560e-05)
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## Completing Iteration 389 (approx. per word bound = -4.199, relative change = 2.738e-05)
## ....................................................................................................
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## Completing Iteration 390 (approx. per word bound = -4.199, relative change = 2.739e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: --, forc, defens, turkish, kill
## Topic 3: kill, r, rebel, turkey, kurdish
## ....................................................................................................
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## Completing Iteration 391 (approx. per word bound = -4.199, relative change = 2.090e-05)
## ....................................................................................................
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## Completing Iteration 392 (approx. per word bound = -4.199, relative change = 1.427e-05)
## ....................................................................................................
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## Completing Iteration 393 (approx. per word bound = -4.199, relative change = 1.133e-05)
## ....................................................................................................
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## Completing Iteration 394 (approx. per word bound = -4.199, relative change = 1.055e-05)
## ....................................................................................................
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## Completing Iteration 395 (approx. per word bound = -4.199, relative change = 1.066e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: --, forc, defens, turkish, kill
## Topic 3: kill, r, rebel, turkey, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 396 (approx. per word bound = -4.199, relative change = 1.051e-05)
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## Completing Iteration 397 (approx. per word bound = -4.199, relative change = 1.036e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ....
## Recovering initialization...
## ..................
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 1 (approx. per word bound = -4.934)
## ....................................................................................................
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## Completing Iteration 2 (approx. per word bound = -4.710, relative change = 4.536e-02)
## ....................................................................................................
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## Completing Iteration 3 (approx. per word bound = -4.639, relative change = 1.516e-02)
## ....................................................................................................
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## Completing Iteration 4 (approx. per word bound = -4.609, relative change = 6.392e-03)
## ....................................................................................................
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## Completing Iteration 5 (approx. per word bound = -4.593, relative change = 3.399e-03)
## Topic 1: r, --, terrorist, people’, pkk
## Topic 2: rebel, ankara, defens, troop, forc
## Topic 3: kill, turkish, kurdish, kurd, --
## Topic 4: turkey, secur, attack, milit, four
## ....................................................................................................
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## Completing Iteration 6 (approx. per word bound = -4.584, relative change = 2.113e-03)
## ....................................................................................................
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## Completing Iteration 7 (approx. per word bound = -4.577, relative change = 1.473e-03)
## ....................................................................................................
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## Completing Iteration 8 (approx. per word bound = -4.572, relative change = 1.122e-03)
## ....................................................................................................
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## Completing Iteration 9 (approx. per word bound = -4.567, relative change = 9.280e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 10 (approx. per word bound = -4.564, relative change = 8.401e-04)
## Topic 1: r, --, terrorist, people’, pkk
## Topic 2: rebel, ankara, defens, troop, forc
## Topic 3: kill, turkish, kurdish, --, kurd
## Topic 4: turkey, secur, attack, milit, four
## ....................................................................................................
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## Completing Iteration 11 (approx. per word bound = -4.560, relative change = 8.098e-04)
## ....................................................................................................
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## Completing Iteration 12 (approx. per word bound = -4.556, relative change = 7.911e-04)
## ....................................................................................................
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## Completing Iteration 13 (approx. per word bound = -4.553, relative change = 7.658e-04)
## ....................................................................................................
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## Completing Iteration 14 (approx. per word bound = -4.549, relative change = 7.253e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 15 (approx. per word bound = -4.547, relative change = 6.567e-04)
## Topic 1: r, --, terrorist, people’, pkk
## Topic 2: rebel, ankara, defens, forc, troop
## Topic 3: kill, turkish, kurdish, --, clash
## Topic 4: turkey, secur, attack, milit, four
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 16 (approx. per word bound = -4.544, relative change = 5.687e-04)
## ....................................................................................................
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## Completing Iteration 17 (approx. per word bound = -4.542, relative change = 5.011e-04)
## ....................................................................................................
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## Completing Iteration 18 (approx. per word bound = -4.540, relative change = 4.709e-04)
## ....................................................................................................
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## Completing Iteration 19 (approx. per word bound = -4.537, relative change = 4.678e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 20 (approx. per word bound = -4.535, relative change = 4.919e-04)
## Topic 1: r, --, terrorist, people’, pkk
## Topic 2: rebel, ankara, forc, defens, troop
## Topic 3: kill, turkish, kurdish, --, clash
## Topic 4: turkey, secur, attack, milit, four
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 21 (approx. per word bound = -4.533, relative change = 5.403e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
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## Completing Iteration 22 (approx. per word bound = -4.530, relative change = 5.949e-04)
## ....................................................................................................
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## Completing Iteration 23 (approx. per word bound = -4.527, relative change = 6.453e-04)
## ....................................................................................................
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## Completing Iteration 24 (approx. per word bound = -4.524, relative change = 7.082e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 25 (approx. per word bound = -4.520, relative change = 7.999e-04)
## Topic 1: r, --, terrorist, people’, pkk
## Topic 2: rebel, ankara, forc, troop, defens
## Topic 3: kill, turkish, kurdish, --, clash
## Topic 4: turkey, secur, attack, milit, four
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 26 (approx. per word bound = -4.516, relative change = 9.122e-04)
## ....................................................................................................
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## Completing Iteration 27 (approx. per word bound = -4.512, relative change = 1.012e-03)
## ....................................................................................................
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## Completing Iteration 28 (approx. per word bound = -4.507, relative change = 1.070e-03)
## ....................................................................................................
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## Completing Iteration 29 (approx. per word bound = -4.502, relative change = 1.092e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.497, relative change = 1.098e-03)
## Topic 1: r, --, terrorist, defens, people’
## Topic 2: rebel, ankara, forc, troop, anatolia
## Topic 3: kill, turkish, kurdish, --, clash
## Topic 4: turkey, secur, attack, milit, four
## ....................................................................................................
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## Completing Iteration 31 (approx. per word bound = -4.492, relative change = 1.112e-03)
## ....................................................................................................
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## Completing Iteration 32 (approx. per word bound = -4.487, relative change = 1.182e-03)
## ....................................................................................................
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## Completing Iteration 33 (approx. per word bound = -4.480, relative change = 1.363e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 34 (approx. per word bound = -4.473, relative change = 1.635e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 35 (approx. per word bound = -4.465, relative change = 1.890e-03)
## Topic 1: r, --, defens, forc, people’
## Topic 2: rebel, ankara, troop, forc, turkish
## Topic 3: kill, turkish, kurdish, --, clash
## Topic 4: turkey, secur, attack, milit, european
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 36 (approx. per word bound = -4.455, relative change = 2.056e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 37 (approx. per word bound = -4.446, relative change = 2.132e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 38 (approx. per word bound = -4.436, relative change = 2.150e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 39 (approx. per word bound = -4.427, relative change = 2.160e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 40 (approx. per word bound = -4.417, relative change = 2.193e-03)
## Topic 1: --, forc, r, defens, people’
## Topic 2: rebel, ankara, r, terrorist, troop
## Topic 3: kill, turkish, kurdish, clash, --
## Topic 4: turkey, attack, secur, milit, r
## ....................................................................................................
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## Completing Iteration 41 (approx. per word bound = -4.407, relative change = 2.258e-03)
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## Completing Iteration 42 (approx. per word bound = -4.397, relative change = 2.349e-03)
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## Completing Iteration 43 (approx. per word bound = -4.386, relative change = 2.411e-03)
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## Completing Iteration 44 (approx. per word bound = -4.376, relative change = 2.374e-03)
## ....................................................................................................
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## Completing Iteration 45 (approx. per word bound = -4.366, relative change = 2.236e-03)
## Topic 1: --, forc, defens, people’, pkk
## Topic 2: rebel, r, ankara, terrorist, troop
## Topic 3: kill, turkish, kurdish, clash, kurd
## Topic 4: turkey, attack, r, european, milit
## ....................................................................................................
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## Completing Iteration 46 (approx. per word bound = -4.357, relative change = 2.044e-03)
## ....................................................................................................
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## Completing Iteration 47 (approx. per word bound = -4.349, relative change = 1.822e-03)
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## Completing Iteration 48 (approx. per word bound = -4.342, relative change = 1.601e-03)
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## Completing Iteration 49 (approx. per word bound = -4.336, relative change = 1.415e-03)
## ....................................................................................................
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## Completing Iteration 50 (approx. per word bound = -4.331, relative change = 1.277e-03)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: rebel, r, ankara, terrorist, troop
## Topic 3: kill, turkish, kurdish, clash, kurd
## Topic 4: turkey, attack, european, three, four
## ....................................................................................................
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## Completing Iteration 51 (approx. per word bound = -4.326, relative change = 1.152e-03)
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## Completing Iteration 52 (approx. per word bound = -4.321, relative change = 1.107e-03)
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## Completing Iteration 53 (approx. per word bound = -4.316, relative change = 1.085e-03)
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## Completing Iteration 54 (approx. per word bound = -4.312, relative change = 1.011e-03)
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## Completing Iteration 55 (approx. per word bound = -4.307, relative change = 1.043e-03)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: rebel, r, ankara, terrorist, troop
## Topic 3: kill, turkish, kurdish, clash, soldier
## Topic 4: turkey, attack, three, pkk, european
## ....................................................................................................
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## Completing Iteration 56 (approx. per word bound = -4.303, relative change = 1.011e-03)
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## Completing Iteration 57 (approx. per word bound = -4.299, relative change = 9.692e-04)
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## Completing Iteration 58 (approx. per word bound = -4.295, relative change = 9.468e-04)
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## Completing Iteration 59 (approx. per word bound = -4.290, relative change = 9.583e-04)
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## Completing Iteration 60 (approx. per word bound = -4.286, relative change = 1.004e-03)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: rebel, r, ankara, terrorist, troop
## Topic 3: kill, turkish, kurdish, clash, soldier
## Topic 4: turkey, attack, three, pkk, european
## ....................................................................................................
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## Completing Iteration 61 (approx. per word bound = -4.282, relative change = 9.621e-04)
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## Completing Iteration 62 (approx. per word bound = -4.278, relative change = 8.910e-04)
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## Completing Iteration 63 (approx. per word bound = -4.274, relative change = 8.731e-04)
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## Completing Iteration 64 (approx. per word bound = -4.271, relative change = 8.841e-04)
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## Completing Iteration 65 (approx. per word bound = -4.267, relative change = 8.244e-04)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: rebel, r, ankara, terrorist, troop
## Topic 3: kill, turkish, kurdish, clash, soldier
## Topic 4: turkey, attack, three, pkk, european
## ....................................................................................................
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## Completing Iteration 66 (approx. per word bound = -4.264, relative change = 7.651e-04)
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## Completing Iteration 67 (approx. per word bound = -4.261, relative change = 7.028e-04)
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## Completing Iteration 68 (approx. per word bound = -4.258, relative change = 7.681e-04)
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## Completing Iteration 69 (approx. per word bound = -4.254, relative change = 8.761e-04)
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## Completing Iteration 70 (approx. per word bound = -4.250, relative change = 9.374e-04)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, rebel, ankara, terrorist, troop
## Topic 3: kill, turkish, kurdish, clash, soldier
## Topic 4: turkey, attack, three, pkk, european
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## Completing Iteration 71 (approx. per word bound = -4.246, relative change = 9.935e-04)
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## Completing Iteration 72 (approx. per word bound = -4.242, relative change = 8.591e-04)
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## Completing Iteration 73 (approx. per word bound = -4.239, relative change = 8.212e-04)
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## Completing Iteration 74 (approx. per word bound = -4.235, relative change = 9.268e-04)
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## Completing Iteration 75 (approx. per word bound = -4.231, relative change = 9.199e-04)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, rebel, ankara, terrorist, kurd
## Topic 3: kill, turkish, kurdish, clash, soldier
## Topic 4: turkey, --, attack, pkk, three
## ....................................................................................................
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## Completing Iteration 76 (approx. per word bound = -4.227, relative change = 7.758e-04)
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## Completing Iteration 77 (approx. per word bound = -4.224, relative change = 7.685e-04)
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## Completing Iteration 78 (approx. per word bound = -4.221, relative change = 7.701e-04)
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## Completing Iteration 79 (approx. per word bound = -4.219, relative change = 5.471e-04)
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## Completing Iteration 80 (approx. per word bound = -4.217, relative change = 4.860e-04)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, rebel, ankara, terrorist, kurd
## Topic 3: kill, turkish, kurdish, clash, soldier
## Topic 4: turkey, --, attack, pkk, three
## ....................................................................................................
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## Completing Iteration 81 (approx. per word bound = -4.215, relative change = 4.498e-04)
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## Completing Iteration 82 (approx. per word bound = -4.213, relative change = 4.186e-04)
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## Completing Iteration 83 (approx. per word bound = -4.211, relative change = 3.993e-04)
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## Completing Iteration 84 (approx. per word bound = -4.210, relative change = 3.903e-04)
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## Completing Iteration 85 (approx. per word bound = -4.208, relative change = 3.920e-04)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, ankara, rebel, kurd, terrorist
## Topic 3: kill, turkish, kurdish, clash, soldier
## Topic 4: turkey, --, attack, pkk, milit
## ....................................................................................................
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## Completing Iteration 86 (approx. per word bound = -4.206, relative change = 3.910e-04)
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## Completing Iteration 87 (approx. per word bound = -4.205, relative change = 3.649e-04)
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## Completing Iteration 88 (approx. per word bound = -4.203, relative change = 3.207e-04)
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## Completing Iteration 89 (approx. per word bound = -4.202, relative change = 2.805e-04)
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## Completing Iteration 90 (approx. per word bound = -4.201, relative change = 2.521e-04)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, ankara, rebel, kurd, terrorist
## Topic 3: kill, turkish, kurdish, rebel, soldier
## Topic 4: turkey, --, attack, pkk, milit
## ....................................................................................................
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## Completing Iteration 91 (approx. per word bound = -4.200, relative change = 2.374e-04)
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## Completing Iteration 92 (approx. per word bound = -4.199, relative change = 2.368e-04)
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## Completing Iteration 93 (approx. per word bound = -4.198, relative change = 2.376e-04)
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## Completing Iteration 94 (approx. per word bound = -4.197, relative change = 2.316e-04)
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## Completing Iteration 95 (approx. per word bound = -4.196, relative change = 2.421e-04)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, ankara, kurd, rebel, terrorist
## Topic 3: kill, turkish, kurdish, rebel, soldier
## Topic 4: turkey, --, attack, pkk, milit
## ....................................................................................................
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## Completing Iteration 96 (approx. per word bound = -4.195, relative change = 2.755e-04)
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## Completing Iteration 97 (approx. per word bound = -4.194, relative change = 3.302e-04)
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## Completing Iteration 98 (approx. per word bound = -4.192, relative change = 4.046e-04)
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## Completing Iteration 99 (approx. per word bound = -4.190, relative change = 4.747e-04)
## ....................................................................................................
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## Completing Iteration 100 (approx. per word bound = -4.188, relative change = 4.966e-04)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, ankara, kurd, terrorist, rebel
## Topic 3: kill, turkish, kurdish, rebel, soldier
## Topic 4: turkey, --, attack, pkk, milit
## ....................................................................................................
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## Completing Iteration 101 (approx. per word bound = -4.186, relative change = 4.776e-04)
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## Completing Iteration 102 (approx. per word bound = -4.184, relative change = 4.305e-04)
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## Completing Iteration 103 (approx. per word bound = -4.183, relative change = 3.751e-04)
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## Completing Iteration 104 (approx. per word bound = -4.181, relative change = 3.344e-04)
## ....................................................................................................
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## Completing Iteration 105 (approx. per word bound = -4.180, relative change = 3.022e-04)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, ankara, turkey, kurd, terrorist
## Topic 3: kill, turkish, kurdish, rebel, soldier
## Topic 4: --, turkey, attack, pkk, milit
## ....................................................................................................
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## Completing Iteration 106 (approx. per word bound = -4.179, relative change = 2.763e-04)
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## Completing Iteration 107 (approx. per word bound = -4.178, relative change = 2.511e-04)
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## Completing Iteration 108 (approx. per word bound = -4.177, relative change = 2.258e-04)
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## Completing Iteration 109 (approx. per word bound = -4.176, relative change = 2.060e-04)
## ....................................................................................................
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## Completing Iteration 110 (approx. per word bound = -4.175, relative change = 1.945e-04)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, ankara, turkey, kurd, terrorist
## Topic 3: kill, turkish, kurdish, rebel, soldier
## Topic 4: --, turkey, attack, pkk, milit
## ....................................................................................................
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## Completing Iteration 111 (approx. per word bound = -4.174, relative change = 1.913e-04)
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## Completing Iteration 112 (approx. per word bound = -4.173, relative change = 1.930e-04)
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## Completing Iteration 113 (approx. per word bound = -4.173, relative change = 1.878e-04)
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## Completing Iteration 114 (approx. per word bound = -4.172, relative change = 1.637e-04)
## ....................................................................................................
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## Completing Iteration 115 (approx. per word bound = -4.171, relative change = 1.465e-04)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, ankara, turkey, kurd, terrorist
## Topic 3: kill, turkish, kurdish, rebel, soldier
## Topic 4: --, turkey, attack, pkk, milit
## ....................................................................................................
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## Completing Iteration 116 (approx. per word bound = -4.171, relative change = 1.363e-04)
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## Completing Iteration 117 (approx. per word bound = -4.170, relative change = 1.286e-04)
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## Completing Iteration 118 (approx. per word bound = -4.170, relative change = 1.219e-04)
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## Completing Iteration 119 (approx. per word bound = -4.169, relative change = 1.163e-04)
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## Completing Iteration 120 (approx. per word bound = -4.169, relative change = 1.117e-04)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, ankara, turkey, kurd, terrorist
## Topic 3: kill, turkish, kurdish, rebel, soldier
## Topic 4: --, turkey, attack, pkk, milit
## ....................................................................................................
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## Completing Iteration 121 (approx. per word bound = -4.168, relative change = 1.077e-04)
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## Completing Iteration 122 (approx. per word bound = -4.168, relative change = 1.056e-04)
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## Completing Iteration 123 (approx. per word bound = -4.167, relative change = 1.083e-04)
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## Completing Iteration 124 (approx. per word bound = -4.167, relative change = 1.177e-04)
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## Completing Iteration 125 (approx. per word bound = -4.166, relative change = 1.362e-04)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, ankara, turkey, kurd, terrorist
## Topic 3: kill, turkish, kurdish, rebel, soldier
## Topic 4: --, turkey, attack, pkk, milit
## ....................................................................................................
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## Completing Iteration 126 (approx. per word bound = -4.166, relative change = 1.402e-04)
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## Completing Iteration 127 (approx. per word bound = -4.165, relative change = 1.198e-04)
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## Completing Iteration 128 (approx. per word bound = -4.165, relative change = 1.115e-04)
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## Completing Iteration 129 (approx. per word bound = -4.164, relative change = 1.092e-04)
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## Completing Iteration 130 (approx. per word bound = -4.164, relative change = 1.080e-04)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, ankara, turkey, kurd, terrorist
## Topic 3: kill, turkish, kurdish, rebel, soldier
## Topic 4: --, turkey, attack, pkk, milit
## ....................................................................................................
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## Completing Iteration 131 (approx. per word bound = -4.164, relative change = 1.080e-04)
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## Completing Iteration 132 (approx. per word bound = -4.163, relative change = 1.087e-04)
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## Completing Iteration 133 (approx. per word bound = -4.163, relative change = 1.106e-04)
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## Completing Iteration 134 (approx. per word bound = -4.162, relative change = 1.139e-04)
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## Completing Iteration 135 (approx. per word bound = -4.162, relative change = 1.176e-04)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, turkey, ankara, kurd, terrorist
## Topic 3: kill, turkish, kurdish, rebel, soldier
## Topic 4: --, turkey, attack, pkk, milit
## ....................................................................................................
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## Completing Iteration 136 (approx. per word bound = -4.161, relative change = 1.190e-04)
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## Completing Iteration 137 (approx. per word bound = -4.161, relative change = 1.154e-04)
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## Completing Iteration 138 (approx. per word bound = -4.160, relative change = 1.084e-04)
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## Completing Iteration 139 (approx. per word bound = -4.160, relative change = 1.079e-04)
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## Completing Iteration 140 (approx. per word bound = -4.159, relative change = 1.093e-04)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, turkey, ankara, kurd, terrorist
## Topic 3: kill, turkish, kurdish, rebel, clash
## Topic 4: --, turkey, attack, pkk, milit
## ....................................................................................................
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## Completing Iteration 141 (approx. per word bound = -4.159, relative change = 1.248e-04)
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## Completing Iteration 142 (approx. per word bound = -4.158, relative change = 1.094e-04)
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## Completing Iteration 143 (approx. per word bound = -4.158, relative change = 7.480e-05)
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## Completing Iteration 144 (approx. per word bound = -4.158, relative change = 7.108e-05)
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## Completing Iteration 145 (approx. per word bound = -4.157, relative change = 7.021e-05)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, turkey, ankara, kurd, terrorist
## Topic 3: kill, turkish, kurdish, rebel, clash
## Topic 4: --, turkey, attack, pkk, milit
## ....................................................................................................
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## Completing Iteration 146 (approx. per word bound = -4.157, relative change = 7.080e-05)
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## Completing Iteration 147 (approx. per word bound = -4.157, relative change = 7.202e-05)
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## Completing Iteration 148 (approx. per word bound = -4.157, relative change = 7.127e-05)
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## Completing Iteration 149 (approx. per word bound = -4.156, relative change = 6.656e-05)
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## Completing Iteration 150 (approx. per word bound = -4.156, relative change = 6.002e-05)
## Topic 1: --, forc, defens, people’, iraq
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## Topic 3: kill, turkish, rebel, kurdish, clash
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## Topic 1: --, forc, defens, people’, iraq
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## Topic 1: --, forc, defens, people’, iraq
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## Topic 1: --, forc, defens, people’, iraq
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## Topic 1: --, forc, defens, people’, iraq
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## Topic 1: --, forc, defens, people’, iraq
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## Topic 1: --, forc, defens, people’, iraq
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## Topic 1: --, forc, defens, people’, iraq
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## Topic 1: --, forc, defens, people’, iraq
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## Topic 1: --, forc, defens, people’, iraq
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## Topic 1: --, forc, defens, people’, iraq
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## Topic 1: --, forc, defens, people’, iraq
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## Topic 3: kill, turkish, rebel, kurdish, clash
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## Completing Iteration 210 (approx. per word bound = -4.142, relative change = 2.732e-05)
## Topic 1: --, forc, defens, people’, iraq
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## Completing Iteration 215 (approx. per word bound = -4.142, relative change = 2.116e-05)
## Topic 1: --, forc, defens, people’, iraq
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## Topic 1: --, forc, defens, people’, iraq
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## Topic 3: kill, turkish, rebel, kurdish, clash
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## Topic 1: --, forc, defens, people’, iraq
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## Topic 3: kill, turkish, rebel, kurdish, clash
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## Completing Iteration 230 (approx. per word bound = -4.140, relative change = 8.761e-05)
## Topic 1: --, forc, defens, people’, iraq
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## Topic 3: kill, turkish, rebel, kurdish, clash
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## Completing Iteration 231 (approx. per word bound = -4.140, relative change = 9.255e-05)
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## Completing Iteration 235 (approx. per word bound = -4.139, relative change = 1.691e-05)
## Topic 1: --, forc, defens, people’, iraq
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## Topic 3: kill, turkish, rebel, kurdish, clash
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## Completing Iteration 240 (approx. per word bound = -4.139, relative change = 1.459e-05)
## Topic 1: --, forc, defens, people’, iraq
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## Completing Iteration 245 (approx. per word bound = -4.138, relative change = 2.421e-05)
## Topic 1: --, forc, defens, people’, iraq
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## Completing Iteration 250 (approx. per word bound = -4.138, relative change = 1.361e-05)
## Topic 1: --, forc, defens, people’, iraq
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## Completing Iteration 255 (approx. per word bound = -4.138, relative change = 1.307e-05)
## Topic 1: --, forc, defens, people’, iraq
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## Completing Iteration 258 (approx. per word bound = -4.138, relative change = 1.636e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 259 (approx. per word bound = -4.138, relative change = 1.836e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 260 (approx. per word bound = -4.137, relative change = 2.600e-05)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, turkey, ankara, kurd, terrorist
## Topic 3: kill, turkish, rebel, kurdish, clash
## Topic 4: --, turkey, pkk, attack, milit
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 261 (approx. per word bound = -4.137, relative change = 4.596e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 262 (approx. per word bound = -4.137, relative change = 7.042e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 263 (approx. per word bound = -4.137, relative change = 6.937e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 264 (approx. per word bound = -4.136, relative change = 4.785e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 265 (approx. per word bound = -4.136, relative change = 3.529e-05)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, turkey, ankara, kurd, terrorist
## Topic 3: kill, turkish, rebel, kurdish, clash
## Topic 4: --, turkey, pkk, attack, milit
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 266 (approx. per word bound = -4.136, relative change = 2.461e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 267 (approx. per word bound = -4.136, relative change = 1.625e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 268 (approx. per word bound = -4.136, relative change = 1.314e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 269 (approx. per word bound = -4.136, relative change = 1.231e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 270 (approx. per word bound = -4.136, relative change = 1.223e-05)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, turkey, ankara, kurd, terrorist
## Topic 3: kill, turkish, rebel, kurdish, clash
## Topic 4: --, turkey, pkk, attack, milit
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 271 (approx. per word bound = -4.136, relative change = 1.218e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 272 (approx. per word bound = -4.136, relative change = 1.216e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 273 (approx. per word bound = -4.136, relative change = 1.248e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 274 (approx. per word bound = -4.136, relative change = 1.335e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 275 (approx. per word bound = -4.136, relative change = 1.439e-05)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, turkey, ankara, kurd, terrorist
## Topic 3: kill, turkish, rebel, kurdish, clash
## Topic 4: --, turkey, pkk, attack, milit
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 276 (approx. per word bound = -4.136, relative change = 1.544e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 277 (approx. per word bound = -4.136, relative change = 1.549e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 278 (approx. per word bound = -4.136, relative change = 1.503e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 279 (approx. per word bound = -4.135, relative change = 1.416e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 280 (approx. per word bound = -4.135, relative change = 1.319e-05)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, turkey, ankara, kurd, terrorist
## Topic 3: kill, turkish, rebel, kurdish, clash
## Topic 4: --, turkey, pkk, attack, milit
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 281 (approx. per word bound = -4.135, relative change = 1.242e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 282 (approx. per word bound = -4.135, relative change = 1.184e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 283 (approx. per word bound = -4.135, relative change = 1.140e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 284 (approx. per word bound = -4.135, relative change = 1.130e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 285 (approx. per word bound = -4.135, relative change = 1.194e-05)
## Topic 1: --, forc, defens, people’, iraq
## Topic 2: r, turkey, ankara, kurd, terrorist
## Topic 3: kill, turkish, rebel, kurdish, clash
## Topic 4: --, turkey, pkk, attack, milit
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 286 (approx. per word bound = -4.135, relative change = 1.479e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 287 (approx. per word bound = -4.135, relative change = 1.779e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 288 (approx. per word bound = -4.135, relative change = 1.411e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 289 (approx. per word bound = -4.135, relative change = 1.025e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## .....
## Recovering initialization...
## ..................
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.958)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.700, relative change = 5.217e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.612, relative change = 1.864e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.560, relative change = 1.123e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.517, relative change = 9.474e-03)
## Topic 1: kill, kurd, two, milit, anatolia
## Topic 2: turkish, r, clash, ankara, soldier
## Topic 3: forc, defens, terrorist, people’, f
## Topic 4: turkey, troop, armi, polic, five
## Topic 5: --, rebel, kurdish, pkk, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.488, relative change = 6.440e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.471, relative change = 3.870e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.458, relative change = 2.747e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.446, relative change = 2.759e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.433, relative change = 2.926e-03)
## Topic 1: kill, kurd, two, milit, anatolia
## Topic 2: turkish, r, clash, ankara, soldier
## Topic 3: forc, defens, terrorist, people’, f
## Topic 4: turkey, troop, armi, polic, five
## Topic 5: --, rebel, kurdish, pkk, secur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.424, relative change = 2.143e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.415, relative change = 2.046e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.405, relative change = 2.277e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.393, relative change = 2.595e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.382, relative change = 2.629e-03)
## Topic 1: kill, kurd, two, milit, anatolia
## Topic 2: turkish, r, clash, ankara, soldier
## Topic 3: forc, defens, --, terrorist, people’
## Topic 4: turkey, troop, armi, polic, five
## Topic 5: --, rebel, kurdish, pkk, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.372, relative change = 2.213e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.365, relative change = 1.616e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.359, relative change = 1.237e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.355, relative change = 1.009e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.351, relative change = 8.928e-04)
## Topic 1: kill, kurd, two, milit, anatolia
## Topic 2: turkish, r, clash, ankara, soldier
## Topic 3: forc, --, defens, terrorist, people’
## Topic 4: turkey, troop, armi, polic, five
## Topic 5: rebel, --, kurdish, pkk, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.347, relative change = 8.723e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.343, relative change = 9.271e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.339, relative change = 1.056e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.334, relative change = 1.131e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.329, relative change = 1.205e-03)
## Topic 1: kill, kurd, two, milit, anatolia
## Topic 2: turkish, r, clash, ankara, soldier
## Topic 3: forc, --, defens, terrorist, people’
## Topic 4: turkey, troop, armi, polic, five
## Topic 5: rebel, --, kurdish, pkk, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.323, relative change = 1.311e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.317, relative change = 1.471e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.310, relative change = 1.519e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.304, relative change = 1.356e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.299, relative change = 1.079e-03)
## Topic 1: kill, kurd, two, milit, anatolia
## Topic 2: turkish, r, clash, ankara, soldier
## Topic 3: forc, --, defens, people’, peopl
## Topic 4: turkey, troop, armi, polic, five
## Topic 5: rebel, --, kurdish, pkk, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.296, relative change = 9.017e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.291, relative change = 9.576e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.286, relative change = 1.217e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.280, relative change = 1.402e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.275, relative change = 1.246e-03)
## Topic 1: kill, kurd, two, anatolia, european
## Topic 2: turkish, r, clash, ankara, soldier
## Topic 3: forc, --, defens, people’, peopl
## Topic 4: turkey, troop, armi, five, polic
## Topic 5: --, rebel, kurdish, pkk, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.270, relative change = 1.082e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.266, relative change = 1.114e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.260, relative change = 1.189e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.255, relative change = 1.236e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.250, relative change = 1.233e-03)
## Topic 1: kill, kurd, two, anatolia, one
## Topic 2: turkish, r, clash, ankara, terrorist
## Topic 3: forc, --, defens, people’, peopl
## Topic 4: turkey, troop, armi, five, polic
## Topic 5: --, kurdish, rebel, pkk, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.245, relative change = 1.172e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.240, relative change = 1.074e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.236, relative change = 9.533e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -4.233, relative change = 8.427e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.229, relative change = 7.953e-04)
## Topic 1: kill, kurd, two, anatolia, one
## Topic 2: turkish, r, rebel, clash, ankara
## Topic 3: forc, --, defens, people’, peopl
## Topic 4: turkey, troop, armi, five, polic
## Topic 5: --, kurdish, soldier, rebel, pkk
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.226, relative change = 8.198e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.222, relative change = 8.996e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -4.218, relative change = 9.990e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -4.214, relative change = 1.050e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.209, relative change = 9.922e-04)
## Topic 1: kill, kurd, two, anatolia, one
## Topic 2: turkish, r, rebel, clash, ankara
## Topic 3: forc, --, defens, people’, peopl
## Topic 4: turkey, troop, five, polic, conflict
## Topic 5: --, kurdish, soldier, turkish, pkk
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -4.206, relative change = 8.538e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -4.203, relative change = 7.123e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -4.200, relative change = 6.153e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -4.198, relative change = 5.588e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.196, relative change = 5.383e-04)
## Topic 1: kill, kurd, two, anatolia, one
## Topic 2: r, turkish, rebel, clash, ankara
## Topic 3: forc, --, defens, people’, peopl
## Topic 4: turkey, troop, kurdish, violenc, polic
## Topic 5: --, kurdish, turkish, soldier, pkk
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -4.193, relative change = 5.506e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -4.191, relative change = 5.898e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -4.188, relative change = 6.536e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -4.185, relative change = 6.245e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -4.183, relative change = 5.267e-04)
## Topic 1: kill, kurd, two, anatolia, one
## Topic 2: r, turkish, rebel, clash, ankara
## Topic 3: forc, --, defens, people’, peopl
## Topic 4: turkey, kurdish, troop, violenc, die
## Topic 5: --, turkish, kurdish, soldier, pkk
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -4.181, relative change = 5.116e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -4.179, relative change = 4.918e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -4.177, relative change = 4.580e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -4.175, relative change = 4.206e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -4.174, relative change = 3.788e-04)
## Topic 1: kill, kurd, two, anatolia, rebel
## Topic 2: r, turkish, rebel, clash, ankara
## Topic 3: forc, --, defens, people’, peopl
## Topic 4: turkey, kurdish, troop, violenc, die
## Topic 5: --, turkish, kurdish, soldier, pkk
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -4.172, relative change = 3.500e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -4.171, relative change = 3.466e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -4.169, relative change = 3.491e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -4.168, relative change = 3.522e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -4.166, relative change = 3.576e-04)
## Topic 1: kill, kurd, two, anatolia, rebel
## Topic 2: r, turkish, rebel, clash, ankara
## Topic 3: forc, --, defens, people’, peopl
## Topic 4: turkey, kurdish, troop, violenc, die
## Topic 5: --, turkish, soldier, kurdish, pkk
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -4.165, relative change = 3.794e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -4.163, relative change = 4.097e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -4.162, relative change = 3.922e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -4.160, relative change = 4.166e-04)
## ....................................................................................................
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## Completing Iteration 75 (approx. per word bound = -4.158, relative change = 4.468e-04)
## Topic 1: kill, kurd, two, anatolia, rebel
## Topic 2: r, turkish, rebel, clash, ankara
## Topic 3: forc, --, defens, people’, peopl
## Topic 4: turkey, kurdish, troop, violenc, die
## Topic 5: --, turkish, soldier, pkk, kurdish
## ....................................................................................................
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## Completing Iteration 76 (approx. per word bound = -4.156, relative change = 4.577e-04)
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## Completing Iteration 77 (approx. per word bound = -4.154, relative change = 4.506e-04)
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## Completing Iteration 79 (approx. per word bound = -4.150, relative change = 4.566e-04)
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## Completing Iteration 80 (approx. per word bound = -4.148, relative change = 4.890e-04)
## Topic 1: kill, kurd, two, rebel, anatolia
## Topic 2: r, turkish, rebel, ankara, clash
## Topic 3: forc, --, defens, people’, peopl
## Topic 4: turkey, kurdish, troop, violenc, die
## Topic 5: --, turkish, soldier, pkk, attack
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## Completing Iteration 81 (approx. per word bound = -4.146, relative change = 5.098e-04)
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## Completing Iteration 85 (approx. per word bound = -4.140, relative change = 2.589e-04)
## Topic 1: kill, kurd, rebel, anatolia, two
## Topic 2: r, turkish, rebel, ankara, clash
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
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## ....................................................................................................
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## Completing Iteration 86 (approx. per word bound = -4.139, relative change = 2.314e-04)
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## Completing Iteration 89 (approx. per word bound = -4.137, relative change = 2.011e-04)
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## Completing Iteration 90 (approx. per word bound = -4.136, relative change = 1.938e-04)
## Topic 1: kill, kurd, rebel, anatolia, two
## Topic 2: r, turkish, rebel, ankara, clash
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
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## Completing Iteration 91 (approx. per word bound = -4.135, relative change = 1.862e-04)
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## Completing Iteration 95 (approx. per word bound = -4.132, relative change = 1.784e-04)
## Topic 1: kill, kurd, rebel, anatolia, two
## Topic 2: r, turkish, rebel, ankara, clash
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
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## Completing Iteration 96 (approx. per word bound = -4.132, relative change = 1.817e-04)
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## Completing Iteration 100 (approx. per word bound = -4.128, relative change = 2.106e-04)
## Topic 1: kill, rebel, kurd, anatolia, soldier
## Topic 2: r, turkish, ankara, rebel, clash
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
## Topic 5: --, turkish, soldier, pkk, milit
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## Completing Iteration 101 (approx. per word bound = -4.127, relative change = 2.200e-04)
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## Completing Iteration 105 (approx. per word bound = -4.124, relative change = 2.081e-04)
## Topic 1: kill, rebel, kurd, soldier, anatolia
## Topic 2: r, turkish, ankara, clash, rebel
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
## Topic 5: --, turkish, pkk, soldier, milit
## ....................................................................................................
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## Completing Iteration 106 (approx. per word bound = -4.123, relative change = 1.917e-04)
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## Completing Iteration 108 (approx. per word bound = -4.122, relative change = 1.628e-04)
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## Completing Iteration 109 (approx. per word bound = -4.121, relative change = 1.571e-04)
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## Completing Iteration 110 (approx. per word bound = -4.120, relative change = 1.627e-04)
## Topic 1: kill, rebel, soldier, kurd, anatolia
## Topic 2: r, turkish, ankara, clash, rebel
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
## Topic 5: --, turkish, kill, pkk, soldier
## ....................................................................................................
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## Completing Iteration 111 (approx. per word bound = -4.120, relative change = 1.412e-04)
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## Completing Iteration 112 (approx. per word bound = -4.119, relative change = 1.178e-04)
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## Completing Iteration 113 (approx. per word bound = -4.119, relative change = 1.095e-04)
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## Completing Iteration 114 (approx. per word bound = -4.118, relative change = 1.033e-04)
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## Completing Iteration 115 (approx. per word bound = -4.118, relative change = 9.804e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
## Topic 2: r, turkish, ankara, clash, terrorist
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
## Topic 5: --, turkish, kill, pkk, soldier
## ....................................................................................................
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## Completing Iteration 116 (approx. per word bound = -4.117, relative change = 9.340e-05)
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## Completing Iteration 117 (approx. per word bound = -4.117, relative change = 8.930e-05)
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## Completing Iteration 118 (approx. per word bound = -4.117, relative change = 8.568e-05)
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## Completing Iteration 119 (approx. per word bound = -4.116, relative change = 8.266e-05)
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## Completing Iteration 120 (approx. per word bound = -4.116, relative change = 8.036e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
## Topic 2: r, turkish, ankara, clash, kurd
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
## Topic 5: --, turkish, kill, pkk, soldier
## ....................................................................................................
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## Completing Iteration 121 (approx. per word bound = -4.116, relative change = 7.916e-05)
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## Completing Iteration 122 (approx. per word bound = -4.115, relative change = 8.037e-05)
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## Completing Iteration 123 (approx. per word bound = -4.115, relative change = 8.780e-05)
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## Completing Iteration 124 (approx. per word bound = -4.115, relative change = 9.261e-05)
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## Completing Iteration 125 (approx. per word bound = -4.114, relative change = 7.768e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
## Topic 2: r, turkish, ankara, clash, kurd
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
## Topic 5: --, turkish, kill, pkk, soldier
## ....................................................................................................
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## Completing Iteration 126 (approx. per word bound = -4.114, relative change = 6.966e-05)
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## Completing Iteration 127 (approx. per word bound = -4.114, relative change = 6.686e-05)
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## Completing Iteration 128 (approx. per word bound = -4.114, relative change = 6.411e-05)
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## Completing Iteration 129 (approx. per word bound = -4.113, relative change = 6.099e-05)
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## Completing Iteration 130 (approx. per word bound = -4.113, relative change = 5.820e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
## Topic 2: r, turkish, ankara, clash, kurd
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
## Topic 5: --, turkish, kill, pkk, soldier
## ....................................................................................................
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## Completing Iteration 131 (approx. per word bound = -4.113, relative change = 5.602e-05)
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## Completing Iteration 132 (approx. per word bound = -4.113, relative change = 5.432e-05)
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## Completing Iteration 133 (approx. per word bound = -4.112, relative change = 5.337e-05)
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## Completing Iteration 134 (approx. per word bound = -4.112, relative change = 5.265e-05)
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## Completing Iteration 135 (approx. per word bound = -4.112, relative change = 5.188e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
## Topic 2: r, turkish, ankara, clash, kurd
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
## Topic 5: --, turkish, kill, pkk, soldier
## ....................................................................................................
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## Completing Iteration 136 (approx. per word bound = -4.112, relative change = 5.168e-05)
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## Completing Iteration 137 (approx. per word bound = -4.112, relative change = 5.406e-05)
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## Completing Iteration 138 (approx. per word bound = -4.111, relative change = 6.385e-05)
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## Completing Iteration 139 (approx. per word bound = -4.111, relative change = 6.244e-05)
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## Completing Iteration 140 (approx. per word bound = -4.111, relative change = 5.573e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
## Topic 2: r, turkish, ankara, clash, kurd
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
## Topic 5: --, turkish, kill, pkk, soldier
## ....................................................................................................
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## Completing Iteration 141 (approx. per word bound = -4.111, relative change = 5.397e-05)
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## Completing Iteration 142 (approx. per word bound = -4.110, relative change = 5.360e-05)
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## Completing Iteration 143 (approx. per word bound = -4.110, relative change = 5.676e-05)
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## Completing Iteration 144 (approx. per word bound = -4.110, relative change = 6.080e-05)
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## Completing Iteration 145 (approx. per word bound = -4.110, relative change = 6.111e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
## Topic 2: r, turkish, ankara, clash, kurd
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
## Topic 5: --, turkish, kill, pkk, soldier
## ....................................................................................................
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## Completing Iteration 146 (approx. per word bound = -4.109, relative change = 5.340e-05)
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## Completing Iteration 147 (approx. per word bound = -4.109, relative change = 4.440e-05)
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## Completing Iteration 148 (approx. per word bound = -4.109, relative change = 3.977e-05)
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## Completing Iteration 149 (approx. per word bound = -4.109, relative change = 3.737e-05)
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## Completing Iteration 150 (approx. per word bound = -4.109, relative change = 3.586e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
## Topic 2: r, turkish, ankara, clash, kurd
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
## Topic 5: --, turkish, kill, pkk, soldier
## ....................................................................................................
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## Completing Iteration 151 (approx. per word bound = -4.109, relative change = 3.457e-05)
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## Completing Iteration 152 (approx. per word bound = -4.108, relative change = 3.357e-05)
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## Completing Iteration 153 (approx. per word bound = -4.108, relative change = 3.274e-05)
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## Completing Iteration 154 (approx. per word bound = -4.108, relative change = 3.262e-05)
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## Completing Iteration 155 (approx. per word bound = -4.108, relative change = 3.649e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
## Topic 2: r, turkish, ankara, clash, kurd
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
## Topic 5: --, turkish, kill, pkk, soldier
## ....................................................................................................
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## Completing Iteration 156 (approx. per word bound = -4.108, relative change = 6.804e-05)
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## Completing Iteration 157 (approx. per word bound = -4.107, relative change = 9.920e-05)
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## Completing Iteration 158 (approx. per word bound = -4.107, relative change = 6.911e-05)
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## Completing Iteration 159 (approx. per word bound = -4.107, relative change = 3.524e-05)
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## Completing Iteration 160 (approx. per word bound = -4.107, relative change = 3.273e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
## Topic 2: r, turkish, ankara, clash, kurd
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
## Topic 5: --, turkish, kill, pkk, soldier
## ....................................................................................................
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## Completing Iteration 161 (approx. per word bound = -4.107, relative change = 3.194e-05)
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## Completing Iteration 162 (approx. per word bound = -4.107, relative change = 3.127e-05)
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## Completing Iteration 163 (approx. per word bound = -4.106, relative change = 3.063e-05)
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## Completing Iteration 164 (approx. per word bound = -4.106, relative change = 3.007e-05)
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## Completing Iteration 165 (approx. per word bound = -4.106, relative change = 2.962e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
## Topic 2: r, turkish, ankara, clash, kurd
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
## Topic 5: --, turkish, kill, pkk, soldier
## ....................................................................................................
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## Completing Iteration 166 (approx. per word bound = -4.106, relative change = 2.947e-05)
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## Completing Iteration 167 (approx. per word bound = -4.106, relative change = 2.952e-05)
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## Completing Iteration 168 (approx. per word bound = -4.106, relative change = 3.000e-05)
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## Completing Iteration 169 (approx. per word bound = -4.106, relative change = 3.078e-05)
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## Completing Iteration 170 (approx. per word bound = -4.106, relative change = 3.185e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
## Topic 2: r, turkish, ankara, clash, kurd
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
## Topic 5: --, turkish, kill, pkk, soldier
## ....................................................................................................
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## Completing Iteration 171 (approx. per word bound = -4.105, relative change = 3.280e-05)
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## Completing Iteration 172 (approx. per word bound = -4.105, relative change = 3.319e-05)
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## Completing Iteration 173 (approx. per word bound = -4.105, relative change = 3.303e-05)
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## Completing Iteration 174 (approx. per word bound = -4.105, relative change = 3.267e-05)
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## Completing Iteration 175 (approx. per word bound = -4.105, relative change = 3.183e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
## Topic 2: r, turkish, ankara, clash, kurd
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
## Topic 5: --, turkish, kill, pkk, soldier
## ....................................................................................................
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## Completing Iteration 176 (approx. per word bound = -4.105, relative change = 3.054e-05)
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## Completing Iteration 177 (approx. per word bound = -4.105, relative change = 2.934e-05)
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## Completing Iteration 180 (approx. per word bound = -4.104, relative change = 2.789e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
## Topic 2: r, turkish, ankara, clash, kurd
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
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## Completing Iteration 181 (approx. per word bound = -4.104, relative change = 2.800e-05)
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## Topic 1: kill, rebel, soldier, anatolia, two
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## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
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## Topic 1: kill, rebel, soldier, anatolia, two
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## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
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## Topic 1: kill, rebel, soldier, anatolia, two
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## Topic 4: turkey, kurdish, violenc, dead, die
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## Topic 1: kill, rebel, soldier, anatolia, two
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## Topic 1: kill, rebel, soldier, anatolia, two
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## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
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## Topic 1: kill, rebel, soldier, anatolia, two
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## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
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## Completing Iteration 215 (approx. per word bound = -4.100, relative change = 3.814e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
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## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
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## Completing Iteration 220 (approx. per word bound = -4.099, relative change = 5.006e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
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## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, violenc, dead, die
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## Completing Iteration 225 (approx. per word bound = -4.098, relative change = 7.388e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
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## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, r, violenc, dead
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## Completing Iteration 226 (approx. per word bound = -4.098, relative change = 7.975e-05)
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## Completing Iteration 230 (approx. per word bound = -4.096, relative change = 9.625e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
## Topic 2: turkish, r, ankara, clash, kurd
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, r, dead, violenc
## Topic 5: --, turkish, kill, pkk, soldier
## ....................................................................................................
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## Completing Iteration 231 (approx. per word bound = -4.096, relative change = 9.792e-05)
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## Completing Iteration 232 (approx. per word bound = -4.096, relative change = 9.914e-05)
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## Completing Iteration 234 (approx. per word bound = -4.095, relative change = 1.003e-04)
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## Completing Iteration 235 (approx. per word bound = -4.094, relative change = 1.003e-04)
## Topic 1: kill, rebel, soldier, anatolia, two
## Topic 2: turkish, r, ankara, clash, kurd
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, r, dead, violenc
## Topic 5: --, turkish, kill, pkk, soldier
## ....................................................................................................
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## Completing Iteration 236 (approx. per word bound = -4.094, relative change = 1.003e-04)
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## Completing Iteration 237 (approx. per word bound = -4.093, relative change = 9.984e-05)
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## Completing Iteration 239 (approx. per word bound = -4.093, relative change = 9.846e-05)
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## Completing Iteration 240 (approx. per word bound = -4.092, relative change = 9.710e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
## Topic 2: turkish, ankara, r, clash, kurd
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, r, dead, violenc
## Topic 5: --, turkish, kill, pkk, soldier
## ....................................................................................................
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## Completing Iteration 241 (approx. per word bound = -4.092, relative change = 9.531e-05)
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## Completing Iteration 244 (approx. per word bound = -4.091, relative change = 8.708e-05)
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## Completing Iteration 245 (approx. per word bound = -4.090, relative change = 8.380e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
## Topic 2: turkish, ankara, clash, r, kurd
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, kurdish, r, dead, violenc
## Topic 5: --, turkish, kill, pkk, kurdish
## ....................................................................................................
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## Completing Iteration 246 (approx. per word bound = -4.090, relative change = 8.269e-05)
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## Completing Iteration 247 (approx. per word bound = -4.090, relative change = 6.877e-05)
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## Completing Iteration 248 (approx. per word bound = -4.090, relative change = 6.882e-05)
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## Completing Iteration 249 (approx. per word bound = -4.089, relative change = 6.528e-05)
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## Completing Iteration 250 (approx. per word bound = -4.089, relative change = 6.131e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
## Topic 2: turkish, ankara, clash, kill, terrorist
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, r, kurdish, dead, violenc
## Topic 5: --, kill, turkish, pkk, kurdish
## ....................................................................................................
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## Completing Iteration 251 (approx. per word bound = -4.089, relative change = 5.779e-05)
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## Completing Iteration 252 (approx. per word bound = -4.089, relative change = 5.434e-05)
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## Completing Iteration 253 (approx. per word bound = -4.088, relative change = 5.151e-05)
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## Completing Iteration 254 (approx. per word bound = -4.088, relative change = 4.798e-05)
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## Completing Iteration 255 (approx. per word bound = -4.088, relative change = 4.520e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
## Topic 2: turkish, ankara, clash, kill, terrorist
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, r, kurdish, dead, violenc
## Topic 5: --, kill, turkish, kurdish, pkk
## ....................................................................................................
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## Completing Iteration 256 (approx. per word bound = -4.088, relative change = 4.141e-05)
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## Completing Iteration 257 (approx. per word bound = -4.088, relative change = 3.779e-05)
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## Completing Iteration 258 (approx. per word bound = -4.088, relative change = 3.491e-05)
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## Completing Iteration 259 (approx. per word bound = -4.087, relative change = 3.366e-05)
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## Completing Iteration 260 (approx. per word bound = -4.087, relative change = 3.351e-05)
## Topic 1: kill, rebel, soldier, anatolia, two
## Topic 2: turkish, ankara, kill, clash, terrorist
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: turkey, r, kurdish, dead, violenc
## Topic 5: --, kill, turkish, kurdish, pkk
## ....................................................................................................
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## Completing Iteration 261 (approx. per word bound = -4.087, relative change = 3.441e-05)
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## Completing Iteration 262 (approx. per word bound = -4.087, relative change = 3.509e-05)
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## Completing Iteration 263 (approx. per word bound = -4.087, relative change = 3.443e-05)
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## Completing Iteration 264 (approx. per word bound = -4.087, relative change = 3.432e-05)
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## Completing Iteration 265 (approx. per word bound = -4.087, relative change = 3.620e-05)
## Topic 1: kill, rebel, soldier, kurd, anatolia
## Topic 2: turkish, ankara, kill, clash, terrorist
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kurdish, dead, violenc
## Topic 5: --, kill, turkish, kurdish, pkk
## ....................................................................................................
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## Completing Iteration 266 (approx. per word bound = -4.086, relative change = 4.097e-05)
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## Completing Iteration 267 (approx. per word bound = -4.086, relative change = 4.709e-05)
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## Completing Iteration 268 (approx. per word bound = -4.086, relative change = 5.251e-05)
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## Completing Iteration 269 (approx. per word bound = -4.086, relative change = 5.589e-05)
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## Completing Iteration 270 (approx. per word bound = -4.085, relative change = 5.686e-05)
## Topic 1: kill, rebel, soldier, kurd, anatolia
## Topic 2: turkish, kill, ankara, clash, terrorist
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kurdish, dead, violenc
## Topic 5: --, kill, turkish, kurdish, pkk
## ....................................................................................................
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## Completing Iteration 271 (approx. per word bound = -4.085, relative change = 5.533e-05)
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## Completing Iteration 272 (approx. per word bound = -4.085, relative change = 5.296e-05)
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## Completing Iteration 273 (approx. per word bound = -4.085, relative change = 5.221e-05)
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## Completing Iteration 274 (approx. per word bound = -4.085, relative change = 5.183e-05)
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## Completing Iteration 275 (approx. per word bound = -4.085, relative change = 2.245e-05)
## Topic 1: kill, rebel, soldier, kurd, anatolia
## Topic 2: turkish, kill, ankara, clash, terrorist
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kurdish, dead, violenc
## Topic 5: --, kill, turkish, kurdish, pkk
## ....................................................................................................
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## Completing Iteration 276 (approx. per word bound = -4.084, relative change = 6.674e-05)
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## Completing Iteration 277 (approx. per word bound = -4.084, relative change = 3.941e-05)
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## Completing Iteration 278 (approx. per word bound = -4.084, relative change = 3.835e-05)
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## Completing Iteration 279 (approx. per word bound = -4.084, relative change = 3.833e-05)
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## Completing Iteration 280 (approx. per word bound = -4.084, relative change = 3.957e-05)
## Topic 1: kill, rebel, soldier, kurd, anatolia
## Topic 2: turkish, kill, ankara, clash, terrorist
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kurdish, dead, violenc
## Topic 5: --, kill, turkish, kurdish, turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 281 (approx. per word bound = -4.083, relative change = 4.179e-05)
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## Completing Iteration 282 (approx. per word bound = -4.083, relative change = 4.386e-05)
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## Completing Iteration 283 (approx. per word bound = -4.083, relative change = 4.411e-05)
## ....................................................................................................
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## Completing Iteration 284 (approx. per word bound = -4.083, relative change = 4.313e-05)
## ....................................................................................................
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## Completing Iteration 285 (approx. per word bound = -4.083, relative change = 4.276e-05)
## Topic 1: kill, rebel, kurd, soldier, troop
## Topic 2: turkish, kill, ankara, clash, terrorist
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kurdish, dead, violenc
## Topic 5: --, kill, turkish, kurdish, turkey
## ....................................................................................................
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## Completing Iteration 286 (approx. per word bound = -4.083, relative change = 4.237e-05)
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## Completing Iteration 287 (approx. per word bound = -4.082, relative change = 4.190e-05)
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## Completing Iteration 288 (approx. per word bound = -4.082, relative change = 4.213e-05)
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## Completing Iteration 289 (approx. per word bound = -4.082, relative change = 4.085e-05)
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## Completing Iteration 290 (approx. per word bound = -4.082, relative change = 3.791e-05)
## Topic 1: kill, rebel, kurd, soldier, troop
## Topic 2: turkish, kill, ankara, clash, terrorist
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kurdish, dead, violenc
## Topic 5: --, kill, turkish, kurdish, turkey
## ....................................................................................................
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## Completing Iteration 291 (approx. per word bound = -4.082, relative change = 3.700e-05)
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## Completing Iteration 292 (approx. per word bound = -4.082, relative change = 3.866e-05)
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## Completing Iteration 293 (approx. per word bound = -4.081, relative change = 4.101e-05)
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## Completing Iteration 294 (approx. per word bound = -4.081, relative change = 4.435e-05)
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## Completing Iteration 295 (approx. per word bound = -4.081, relative change = 4.907e-05)
## Topic 1: kill, rebel, kurd, soldier, troop
## Topic 2: turkish, kill, ankara, clash, terrorist
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kurdish, dead, rebel
## Topic 5: --, kill, turkish, kurdish, turkey
## ....................................................................................................
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## Completing Iteration 296 (approx. per word bound = -4.081, relative change = 5.574e-05)
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## Completing Iteration 297 (approx. per word bound = -4.081, relative change = 6.468e-05)
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## Completing Iteration 298 (approx. per word bound = -4.080, relative change = 7.685e-05)
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## Completing Iteration 299 (approx. per word bound = -4.080, relative change = 9.273e-05)
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## Completing Iteration 300 (approx. per word bound = -4.079, relative change = 1.123e-04)
## Topic 1: kill, rebel, kurd, soldier, troop
## Topic 2: turkish, kill, ankara, clash, terrorist
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kurdish, rebel, dead
## Topic 5: --, kill, turkish, kurdish, turkey
## ....................................................................................................
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## Completing Iteration 301 (approx. per word bound = -4.079, relative change = 1.335e-04)
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## Completing Iteration 302 (approx. per word bound = -4.078, relative change = 1.520e-04)
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## Completing Iteration 303 (approx. per word bound = -4.078, relative change = 1.615e-04)
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## Completing Iteration 304 (approx. per word bound = -4.077, relative change = 1.586e-04)
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## Completing Iteration 305 (approx. per word bound = -4.076, relative change = 1.431e-04)
## Topic 1: kill, rebel, kurd, soldier, troop
## Topic 2: turkish, kill, ankara, clash, terrorist
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kurdish, rebel, say
## Topic 5: --, kill, turkish, kurdish, turkey
## ....................................................................................................
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## Completing Iteration 306 (approx. per word bound = -4.076, relative change = 1.180e-04)
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## Completing Iteration 307 (approx. per word bound = -4.075, relative change = 9.466e-05)
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## Completing Iteration 308 (approx. per word bound = -4.075, relative change = 7.887e-05)
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## Completing Iteration 309 (approx. per word bound = -4.075, relative change = 6.897e-05)
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## Completing Iteration 310 (approx. per word bound = -4.075, relative change = 6.232e-05)
## Topic 1: kill, rebel, kurd, soldier, troop
## Topic 2: turkish, kill, ankara, clash, terrorist
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kurdish, rebel, say
## Topic 5: --, kill, turkish, kurdish, turkey
## ....................................................................................................
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## Completing Iteration 311 (approx. per word bound = -4.074, relative change = 5.800e-05)
## ....................................................................................................
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## Completing Iteration 312 (approx. per word bound = -4.074, relative change = 5.626e-05)
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## Completing Iteration 313 (approx. per word bound = -4.074, relative change = 5.615e-05)
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## Completing Iteration 314 (approx. per word bound = -4.074, relative change = 5.762e-05)
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## Completing Iteration 315 (approx. per word bound = -4.073, relative change = 5.973e-05)
## Topic 1: kill, rebel, kurd, soldier, troop
## Topic 2: turkish, kill, ankara, terrorist, clash
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kurdish, rebel, say
## Topic 5: --, kill, turkish, kurdish, turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 316 (approx. per word bound = -4.073, relative change = 6.225e-05)
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## Completing Iteration 317 (approx. per word bound = -4.073, relative change = 6.488e-05)
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## Completing Iteration 318 (approx. per word bound = -4.073, relative change = 6.882e-05)
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## Completing Iteration 319 (approx. per word bound = -4.072, relative change = 7.469e-05)
## ....................................................................................................
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## Completing Iteration 320 (approx. per word bound = -4.072, relative change = 8.288e-05)
## Topic 1: kill, rebel, kurd, soldier, troop
## Topic 2: turkish, kill, ankara, terrorist, clash
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kurdish, rebel, say
## Topic 5: --, kill, turkish, kurdish, turkey
## ....................................................................................................
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## Completing Iteration 321 (approx. per word bound = -4.072, relative change = 9.161e-05)
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## Completing Iteration 322 (approx. per word bound = -4.071, relative change = 9.897e-05)
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## Completing Iteration 323 (approx. per word bound = -4.071, relative change = 1.044e-04)
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## Completing Iteration 324 (approx. per word bound = -4.070, relative change = 1.068e-04)
## ....................................................................................................
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## Completing Iteration 325 (approx. per word bound = -4.070, relative change = 1.081e-04)
## Topic 1: kill, rebel, kurd, soldier, troop
## Topic 2: turkish, kill, ankara, terrorist, clash
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kurdish, rebel, say
## Topic 5: --, kill, turkish, kurdish, turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 326 (approx. per word bound = -4.069, relative change = 1.102e-04)
## ....................................................................................................
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## Completing Iteration 327 (approx. per word bound = -4.069, relative change = 1.141e-04)
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## Completing Iteration 328 (approx. per word bound = -4.069, relative change = 1.188e-04)
## ....................................................................................................
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## Completing Iteration 329 (approx. per word bound = -4.068, relative change = 1.229e-04)
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## Completing Iteration 330 (approx. per word bound = -4.068, relative change = 1.252e-04)
## Topic 1: kill, rebel, kurd, troop, soldier
## Topic 2: turkish, kill, ankara, terrorist, clash
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kurdish, rebel, kill
## Topic 5: --, kill, turkish, kurdish, turkey
## ....................................................................................................
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## Completing Iteration 331 (approx. per word bound = -4.067, relative change = 1.270e-04)
## ....................................................................................................
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## Completing Iteration 332 (approx. per word bound = -4.066, relative change = 1.277e-04)
## ....................................................................................................
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## Completing Iteration 333 (approx. per word bound = -4.066, relative change = 1.267e-04)
## ....................................................................................................
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## Completing Iteration 334 (approx. per word bound = -4.065, relative change = 1.235e-04)
## ....................................................................................................
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## Completing Iteration 335 (approx. per word bound = -4.065, relative change = 1.183e-04)
## Topic 1: kill, rebel, kurd, troop, soldier
## Topic 2: turkish, kill, ankara, terrorist, clash
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kurdish, rebel, kill
## Topic 5: --, kill, turkish, kurdish, turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 336 (approx. per word bound = -4.065, relative change = 1.131e-04)
## ....................................................................................................
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## Completing Iteration 337 (approx. per word bound = -4.064, relative change = 1.081e-04)
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## Completing Iteration 338 (approx. per word bound = -4.064, relative change = 1.028e-04)
## ....................................................................................................
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## Completing Iteration 339 (approx. per word bound = -4.063, relative change = 9.823e-05)
## ....................................................................................................
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## Completing Iteration 340 (approx. per word bound = -4.063, relative change = 9.389e-05)
## Topic 1: rebel, kill, kurd, troop, soldier
## Topic 2: turkish, kill, ankara, terrorist, clash
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kurdish, kill, rebel
## Topic 5: --, kill, turkish, kurdish, turkey
## ....................................................................................................
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## Completing Iteration 341 (approx. per word bound = -4.063, relative change = 9.048e-05)
## ....................................................................................................
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## Completing Iteration 342 (approx. per word bound = -4.062, relative change = 8.895e-05)
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## Completing Iteration 343 (approx. per word bound = -4.062, relative change = 8.542e-05)
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## Completing Iteration 344 (approx. per word bound = -4.061, relative change = 8.184e-05)
## ....................................................................................................
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## Completing Iteration 345 (approx. per word bound = -4.061, relative change = 8.397e-05)
## Topic 1: rebel, kill, kurd, troop, clash
## Topic 2: turkish, kill, ankara, terrorist, clash
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kurdish, kill, rebel
## Topic 5: --, kill, turkish, kurdish, turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 346 (approx. per word bound = -4.061, relative change = 9.465e-05)
## ....................................................................................................
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## Completing Iteration 347 (approx. per word bound = -4.060, relative change = 1.097e-04)
## ....................................................................................................
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## Completing Iteration 348 (approx. per word bound = -4.060, relative change = 1.152e-04)
## ....................................................................................................
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## Completing Iteration 349 (approx. per word bound = -4.059, relative change = 1.057e-04)
## ....................................................................................................
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## Completing Iteration 350 (approx. per word bound = -4.059, relative change = 8.821e-05)
## Topic 1: rebel, kurd, kill, troop, clash
## Topic 2: turkish, kill, ankara, terrorist, clash
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kill, kurdish, rebel
## Topic 5: --, kill, turkish, kurdish, turkey
## ....................................................................................................
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## Completing Iteration 351 (approx. per word bound = -4.059, relative change = 7.295e-05)
## ....................................................................................................
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## Completing Iteration 352 (approx. per word bound = -4.059, relative change = 6.229e-05)
## ....................................................................................................
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## Completing Iteration 353 (approx. per word bound = -4.058, relative change = 5.539e-05)
## ....................................................................................................
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## Completing Iteration 354 (approx. per word bound = -4.058, relative change = 5.052e-05)
## ....................................................................................................
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## Completing Iteration 355 (approx. per word bound = -4.058, relative change = 4.719e-05)
## Topic 1: rebel, kurd, kill, clash, troop
## Topic 2: turkish, kill, ankara, terrorist, clash
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kill, kurdish, rebel
## Topic 5: --, kill, turkish, kurdish, turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 356 (approx. per word bound = -4.058, relative change = 4.570e-05)
## ....................................................................................................
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## Completing Iteration 357 (approx. per word bound = -4.058, relative change = 4.587e-05)
## ....................................................................................................
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## Completing Iteration 358 (approx. per word bound = -4.057, relative change = 4.772e-05)
## ....................................................................................................
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## Completing Iteration 359 (approx. per word bound = -4.057, relative change = 5.172e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 360 (approx. per word bound = -4.057, relative change = 5.794e-05)
## Topic 1: rebel, kurd, kill, clash, troop
## Topic 2: turkish, kill, ankara, terrorist, clash
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kill, kurdish, rebel
## Topic 5: --, kill, turkish, kurdish, turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 361 (approx. per word bound = -4.057, relative change = 6.728e-05)
## ....................................................................................................
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## Completing Iteration 362 (approx. per word bound = -4.056, relative change = 8.032e-05)
## ....................................................................................................
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## Completing Iteration 363 (approx. per word bound = -4.056, relative change = 9.790e-05)
## ....................................................................................................
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## Completing Iteration 364 (approx. per word bound = -4.055, relative change = 1.206e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 365 (approx. per word bound = -4.055, relative change = 1.473e-04)
## Topic 1: rebel, kurd, kill, clash, soldier
## Topic 2: turkish, kill, ankara, terrorist, clash
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kill, kurdish, rebel
## Topic 5: --, kill, turkish, kurdish, turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 366 (approx. per word bound = -4.054, relative change = 1.761e-04)
## ....................................................................................................
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## Completing Iteration 367 (approx. per word bound = -4.053, relative change = 2.030e-04)
## ....................................................................................................
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## Completing Iteration 368 (approx. per word bound = -4.052, relative change = 2.204e-04)
## ....................................................................................................
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## Completing Iteration 369 (approx. per word bound = -4.051, relative change = 2.247e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 370 (approx. per word bound = -4.051, relative change = 2.166e-04)
## Topic 1: rebel, kill, clash, kurd, soldier
## Topic 2: turkish, kill, ankara, terrorist, clash
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kill, kurdish, rebel
## Topic 5: --, kill, turkish, kurdish, turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 371 (approx. per word bound = -4.050, relative change = 1.994e-04)
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## Completing Iteration 372 (approx. per word bound = -4.049, relative change = 1.780e-04)
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## Completing Iteration 373 (approx. per word bound = -4.048, relative change = 1.558e-04)
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## Completing Iteration 374 (approx. per word bound = -4.048, relative change = 1.308e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 375 (approx. per word bound = -4.047, relative change = 1.019e-04)
## Topic 1: rebel, kill, clash, soldier, two
## Topic 2: turkish, ankara, kill, terrorist, forc
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kill, kurdish, rebel
## Topic 5: --, kill, turkish, kurdish, turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 376 (approx. per word bound = -4.047, relative change = 8.222e-05)
## ....................................................................................................
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## Completing Iteration 377 (approx. per word bound = -4.047, relative change = 6.496e-05)
## ....................................................................................................
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## Completing Iteration 378 (approx. per word bound = -4.047, relative change = 5.118e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 379 (approx. per word bound = -4.047, relative change = 4.033e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 380 (approx. per word bound = -4.046, relative change = 3.137e-05)
## Topic 1: kill, rebel, clash, soldier, two
## Topic 2: turkish, ankara, kill, terrorist, forc
## Topic 3: --, forc, defens, people’, peopl
## Topic 4: r, turkey, kill, rebel, kurdish
## Topic 5: --, kill, turkish, kurdish, turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 381 (approx. per word bound = -4.046, relative change = 2.499e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 382 (approx. per word bound = -4.046, relative change = 2.053e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 383 (approx. per word bound = -4.046, relative change = 1.537e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ......
## Recovering initialization...
## ..................
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.998)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.727, relative change = 5.432e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.629, relative change = 2.072e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.580, relative change = 1.052e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.551, relative change = 6.482e-03)
## Topic 1: forc, kurd, oper, strike, _f
## Topic 2: r, rebel, turkey, two, troop
## Topic 3: --, ankara, people’, secur, jun
## Topic 4: soldier, defens, three, iraq, violenc
## Topic 5: kill, turkish, pkk, milit, anatolia
## Topic 6: kurdish, clash, terrorist, say, attack
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.530, relative change = 4.538e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.514, relative change = 3.446e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.502, relative change = 2.659e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.493, relative change = 2.160e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.485, relative change = 1.803e-03)
## Topic 1: forc, kurd, oper, strike, _f
## Topic 2: r, rebel, turkey, two, troop
## Topic 3: --, ankara, people’, secur, jun
## Topic 4: soldier, defens, three, iraq, violenc
## Topic 5: kill, turkish, pkk, milit, anatolia
## Topic 6: kurdish, clash, terrorist, say, attack
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.477, relative change = 1.670e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.468, relative change = 1.946e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.458, relative change = 2.300e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.449, relative change = 2.032e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.442, relative change = 1.539e-03)
## Topic 1: forc, kurd, peopl, oper, strike
## Topic 2: r, rebel, turkey, two, troop
## Topic 3: --, ankara, people’, secur, jun
## Topic 4: soldier, defens, three, iraq, violenc
## Topic 5: kill, turkish, pkk, milit, anatolia
## Topic 6: kurdish, clash, terrorist, say, attack
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.436, relative change = 1.392e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.430, relative change = 1.247e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.425, relative change = 1.113e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.421, relative change = 1.009e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.417, relative change = 9.585e-04)
## Topic 1: forc, kurd, peopl, oper, strike
## Topic 2: r, rebel, turkey, two, troop
## Topic 3: --, ankara, people’, secur, jun
## Topic 4: soldier, defens, three, iraq, violenc
## Topic 5: kill, turkish, pkk, milit, anatolia
## Topic 6: kurdish, clash, terrorist, say, attack
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.413, relative change = 9.624e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.408, relative change = 1.037e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.403, relative change = 1.220e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.396, relative change = 1.556e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.388, relative change = 1.850e-03)
## Topic 1: forc, kurd, peopl, oper, turk
## Topic 2: r, rebel, turkey, kurd, troop
## Topic 3: --, ankara, people’, secur, jun
## Topic 4: soldier, defens, three, iraq, eight
## Topic 5: kill, turkish, pkk, turkey, milit
## Topic 6: kurdish, clash, terrorist, say, attack
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.378, relative change = 2.073e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.369, relative change = 2.274e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.358, relative change = 2.493e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.346, relative change = 2.707e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.334, relative change = 2.679e-03)
## Topic 1: forc, defens, peopl, oper, turk
## Topic 2: r, rebel, turkey, kurd, troop
## Topic 3: --, people’, secur, ankara, jun
## Topic 4: soldier, three, iraq, two, eight
## Topic 5: kill, turkish, ankara, turkey, milit
## Topic 6: kurdish, clash, terrorist, say, attack
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.323, relative change = 2.480e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.314, relative change = 2.229e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.305, relative change = 1.986e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.297, relative change = 1.856e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.290, relative change = 1.780e-03)
## Topic 1: forc, defens, peopl, turk, _f
## Topic 2: r, rebel, turkey, kurd, troop
## Topic 3: --, people’, secur, air, blast
## Topic 4: soldier, pkk, three, iraq, two
## Topic 5: kill, turkish, ankara, turkey, anatolia
## Topic 6: kurdish, clash, terrorist, say, attack
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.282, relative change = 1.719e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.275, relative change = 1.656e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.269, relative change = 1.490e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.263, relative change = 1.277e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.258, relative change = 1.155e-03)
## Topic 1: forc, defens, peopl, turk, _f
## Topic 2: r, rebel, turkey, kurd, troop
## Topic 3: --, people’, secur, air, blast
## Topic 4: soldier, pkk, milit, two, iraq
## Topic 5: kill, turkish, ankara, turkey, anatolia
## Topic 6: kurdish, clash, terrorist, say, attack
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.254, relative change = 1.041e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.250, relative change = 9.704e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.246, relative change = 8.854e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -4.243, relative change = 7.772e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.240, relative change = 6.870e-04)
## Topic 1: forc, defens, peopl, turk, _f
## Topic 2: r, rebel, turkey, kurd, troop
## Topic 3: --, people’, european, air, secur
## Topic 4: soldier, pkk, milit, two, iraq
## Topic 5: kill, turkish, ankara, turkey, anatolia
## Topic 6: kurdish, clash, terrorist, say, attack
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.237, relative change = 6.713e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.234, relative change = 6.338e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -4.232, relative change = 5.319e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -4.230, relative change = 5.072e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.228, relative change = 5.158e-04)
## Topic 1: forc, defens, peopl, turk, _f
## Topic 2: r, rebel, turkey, kurd, troop
## Topic 3: --, people’, european, air, blast
## Topic 4: soldier, pkk, milit, iraq, two
## Topic 5: kill, turkish, ankara, turkey, anatolia
## Topic 6: kurdish, clash, terrorist, say, attack
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -4.225, relative change = 5.643e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -4.223, relative change = 6.465e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -4.219, relative change = 7.530e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -4.216, relative change = 9.062e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.211, relative change = 9.957e-04)
## Topic 1: forc, defens, people’, peopl, turk
## Topic 2: r, rebel, turkey, kurd, troop
## Topic 3: --, european, people’, blast, air
## Topic 4: soldier, pkk, milit, iraq, turkey
## Topic 5: kill, turkish, ankara, turkey, secur
## Topic 6: kurdish, clash, terrorist, say, attack
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -4.207, relative change = 1.068e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -4.202, relative change = 1.075e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -4.198, relative change = 1.081e-03)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -4.193, relative change = 1.108e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -4.189, relative change = 1.048e-03)
## Topic 1: forc, defens, people’, peopl, turk
## Topic 2: r, rebel, turkey, kurd, troop
## Topic 3: --, european, blast, bomb, explos
## Topic 4: soldier, pkk, turkey, milit, iraq
## Topic 5: kill, turkish, ankara, secur, turkey
## Topic 6: kurdish, clash, terrorist, say, attack
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -4.186, relative change = 7.896e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -4.183, relative change = 5.449e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -4.181, relative change = 4.405e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -4.180, relative change = 4.056e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -4.178, relative change = 3.864e-04)
## Topic 1: forc, defens, people’, peopl, turk
## Topic 2: r, rebel, turkey, kurd, troop
## Topic 3: --, european, blast, bomb, explos
## Topic 4: turkey, pkk, soldier, milit, attack
## Topic 5: kill, turkish, ankara, secur, anatolia
## Topic 6: kurdish, clash, terrorist, say, two
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -4.176, relative change = 3.789e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -4.175, relative change = 3.775e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -4.173, relative change = 3.626e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -4.172, relative change = 3.517e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -4.170, relative change = 3.524e-04)
## Topic 1: forc, defens, people’, peopl, turk
## Topic 2: r, rebel, turkey, kurd, troop
## Topic 3: --, european, blast, explos, middl
## Topic 4: turkey, pkk, soldier, milit, attack
## Topic 5: kill, turkish, ankara, secur, anatolia
## Topic 6: kurdish, clash, terrorist, say, two
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -4.169, relative change = 3.664e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -4.167, relative change = 3.755e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -4.166, relative change = 3.966e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -4.164, relative change = 4.401e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -4.162, relative change = 4.781e-04)
## Topic 1: forc, defens, people’, peopl, turk
## Topic 2: r, rebel, turkey, kurd, troop
## Topic 3: --, european, blast, explos, middl
## Topic 4: turkey, pkk, milit, soldier, attack
## Topic 5: kill, turkish, ankara, secur, anatolia
## Topic 6: kurdish, clash, say, terrorist, soldier
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -4.160, relative change = 4.906e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -4.158, relative change = 4.741e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -4.156, relative change = 4.209e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -4.155, relative change = 3.772e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -4.153, relative change = 3.538e-04)
## Topic 1: forc, defens, people’, peopl, turk
## Topic 2: r, rebel, turkey, kurd, troop
## Topic 3: --, european, blast, explos, middl
## Topic 4: turkey, pkk, milit, attack, soldier
## Topic 5: kill, turkish, ankara, terrorist, secur
## Topic 6: kurdish, clash, say, soldier, two
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -4.152, relative change = 3.439e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 82 (approx. per word bound = -4.150, relative change = 3.311e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 83 (approx. per word bound = -4.149, relative change = 3.106e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 84 (approx. per word bound = -4.148, relative change = 2.959e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -4.147, relative change = 2.719e-04)
## Topic 1: forc, defens, people’, peopl, turk
## Topic 2: r, rebel, turkey, kurd, troop
## Topic 3: --, european, blast, explos, middl
## Topic 4: turkey, pkk, milit, turkish, attack
## Topic 5: kill, turkish, ankara, terrorist, secur
## Topic 6: kurdish, clash, soldier, say, two
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 86 (approx. per word bound = -4.146, relative change = 2.468e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 87 (approx. per word bound = -4.145, relative change = 2.363e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 88 (approx. per word bound = -4.144, relative change = 2.373e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 89 (approx. per word bound = -4.143, relative change = 2.332e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 90 (approx. per word bound = -4.142, relative change = 2.141e-04)
## Topic 1: forc, defens, people’, peopl, turk
## Topic 2: r, rebel, turkey, kurd, kill
## Topic 3: --, european, blast, explos, middl
## Topic 4: turkey, pkk, turkish, milit, attack
## Topic 5: kill, turkish, ankara, terrorist, secur
## Topic 6: kurdish, clash, soldier, say, two
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 91 (approx. per word bound = -4.141, relative change = 2.061e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 92 (approx. per word bound = -4.140, relative change = 2.102e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 93 (approx. per word bound = -4.139, relative change = 2.191e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 94 (approx. per word bound = -4.138, relative change = 2.282e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -4.137, relative change = 2.338e-04)
## Topic 1: forc, defens, people’, peopl, turk
## Topic 2: r, rebel, turkey, kurd, kill
## Topic 3: --, european, blast, explos, middl
## Topic 4: turkey, pkk, turkish, milit, attack
## Topic 5: kill, turkish, ankara, terrorist, secur
## Topic 6: kurdish, clash, soldier, two, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 96 (approx. per word bound = -4.136, relative change = 2.532e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 97 (approx. per word bound = -4.135, relative change = 2.961e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 98 (approx. per word bound = -4.133, relative change = 3.665e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 99 (approx. per word bound = -4.132, relative change = 4.721e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 100 (approx. per word bound = -4.129, relative change = 6.171e-04)
## Topic 1: forc, defens, people’, peopl, turk
## Topic 2: r, rebel, turkey, kurd, kill
## Topic 3: --, european, blast, explos, middl
## Topic 4: pkk, turkey, turkish, milit, attack
## Topic 5: kill, turkish, ankara, terrorist, secur
## Topic 6: kurdish, clash, soldier, two, say
## ....................................................................................................
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## Completing Iteration 101 (approx. per word bound = -4.126, relative change = 7.770e-04)
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## Completing Iteration 102 (approx. per word bound = -4.122, relative change = 8.717e-04)
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## Completing Iteration 103 (approx. per word bound = -4.119, relative change = 8.520e-04)
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## Completing Iteration 104 (approx. per word bound = -4.116, relative change = 7.559e-04)
## ....................................................................................................
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## Completing Iteration 105 (approx. per word bound = -4.113, relative change = 6.439e-04)
## Topic 1: forc, defens, people’, peopl, turk
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: --, european, blast, middl, explos
## Topic 4: kill, pkk, turkish, turkey, milit
## Topic 5: kill, turkish, ankara, terrorist, secur
## Topic 6: kurdish, soldier, clash, two, say
## ....................................................................................................
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## Completing Iteration 106 (approx. per word bound = -4.111, relative change = 5.514e-04)
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## Completing Iteration 107 (approx. per word bound = -4.109, relative change = 4.895e-04)
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## Completing Iteration 108 (approx. per word bound = -4.107, relative change = 4.616e-04)
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## Completing Iteration 109 (approx. per word bound = -4.105, relative change = 4.606e-04)
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## Completing Iteration 110 (approx. per word bound = -4.103, relative change = 4.752e-04)
## Topic 1: forc, defens, people’, peopl, turk
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: --, european, blast, middl, explos
## Topic 4: kill, turkish, pkk, turkey, milit
## Topic 5: turkish, kill, ankara, terrorist, secur
## Topic 6: kurdish, soldier, clash, two, say
## ....................................................................................................
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## Completing Iteration 111 (approx. per word bound = -4.101, relative change = 4.906e-04)
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## Completing Iteration 114 (approx. per word bound = -4.095, relative change = 4.759e-04)
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## Completing Iteration 115 (approx. per word bound = -4.093, relative change = 4.532e-04)
## Topic 1: forc, defens, people’, peopl, turk
## Topic 2: r, rebel, kill, turkey, kurd
## Topic 3: --, european, blast, middl, neutral
## Topic 4: kill, turkish, pkk, milit, turkey
## Topic 5: turkish, kill, ankara, terrorist, secur
## Topic 6: kurdish, soldier, clash, two, one
## ....................................................................................................
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## Completing Iteration 116 (approx. per word bound = -4.091, relative change = 4.285e-04)
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## Completing Iteration 117 (approx. per word bound = -4.090, relative change = 4.070e-04)
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## Completing Iteration 118 (approx. per word bound = -4.088, relative change = 3.902e-04)
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## Completing Iteration 119 (approx. per word bound = -4.086, relative change = 3.821e-04)
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## Completing Iteration 120 (approx. per word bound = -4.085, relative change = 3.854e-04)
## Topic 1: forc, defens, people’, peopl, --
## Topic 2: r, rebel, kill, turkey, kurd
## Topic 3: --, european, blast, secur, middl
## Topic 4: kill, turkish, pkk, milit, turkey
## Topic 5: turkish, kill, ankara, terrorist, secur
## Topic 6: kurdish, clash, soldier, two, one
## ....................................................................................................
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## Completing Iteration 121 (approx. per word bound = -4.083, relative change = 3.891e-04)
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## Completing Iteration 123 (approx. per word bound = -4.080, relative change = 3.648e-04)
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## Completing Iteration 124 (approx. per word bound = -4.079, relative change = 3.485e-04)
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## Completing Iteration 125 (approx. per word bound = -4.077, relative change = 3.340e-04)
## Topic 1: forc, defens, people’, --, peopl
## Topic 2: kill, r, rebel, turkey, kurd
## Topic 3: --, european, blast, secur, middl
## Topic 4: kill, turkish, pkk, milit, turkey
## Topic 5: turkish, kill, ankara, terrorist, secur
## Topic 6: clash, soldier, kurdish, two, one
## ....................................................................................................
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## Completing Iteration 126 (approx. per word bound = -4.076, relative change = 3.164e-04)
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## Completing Iteration 128 (approx. per word bound = -4.074, relative change = 2.705e-04)
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## Completing Iteration 129 (approx. per word bound = -4.073, relative change = 2.563e-04)
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## Completing Iteration 130 (approx. per word bound = -4.072, relative change = 2.439e-04)
## Topic 1: forc, defens, people’, --, peopl
## Topic 2: kill, r, rebel, turkey, kurd
## Topic 3: --, european, secur, blast, middl
## Topic 4: kill, turkish, pkk, milit, turkey
## Topic 5: turkish, kill, ankara, terrorist, secur
## Topic 6: clash, soldier, kurdish, two, one
## ....................................................................................................
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## Completing Iteration 131 (approx. per word bound = -4.071, relative change = 2.316e-04)
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## Completing Iteration 132 (approx. per word bound = -4.070, relative change = 2.249e-04)
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## Completing Iteration 133 (approx. per word bound = -4.069, relative change = 2.265e-04)
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## Completing Iteration 134 (approx. per word bound = -4.068, relative change = 2.324e-04)
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## Completing Iteration 135 (approx. per word bound = -4.067, relative change = 2.341e-04)
## Topic 1: forc, defens, people’, --, peopl
## Topic 2: kill, r, rebel, turkey, kurd
## Topic 3: --, european, secur, blast, forc
## Topic 4: kill, turkish, pkk, milit, turkey
## Topic 5: turkish, kill, ankara, terrorist, secur
## Topic 6: clash, soldier, two, kurdish, one
## ....................................................................................................
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## Completing Iteration 136 (approx. per word bound = -4.066, relative change = 2.325e-04)
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## Completing Iteration 137 (approx. per word bound = -4.065, relative change = 2.284e-04)
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## Completing Iteration 138 (approx. per word bound = -4.064, relative change = 2.210e-04)
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## Completing Iteration 139 (approx. per word bound = -4.064, relative change = 1.979e-04)
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## Completing Iteration 140 (approx. per word bound = -4.063, relative change = 1.754e-04)
## Topic 1: forc, defens, --, people’, peopl
## Topic 2: kill, r, rebel, turkey, kurd
## Topic 3: --, european, secur, forc, blast
## Topic 4: kill, turkish, pkk, milit, turkey
## Topic 5: turkish, kill, ankara, terrorist, f
## Topic 6: soldier, clash, two, kurdish, one
## ....................................................................................................
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## Completing Iteration 141 (approx. per word bound = -4.062, relative change = 1.572e-04)
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## Completing Iteration 142 (approx. per word bound = -4.062, relative change = 1.429e-04)
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## Completing Iteration 143 (approx. per word bound = -4.061, relative change = 1.345e-04)
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## Completing Iteration 144 (approx. per word bound = -4.061, relative change = 1.317e-04)
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## Completing Iteration 145 (approx. per word bound = -4.060, relative change = 1.291e-04)
## Topic 1: forc, defens, --, people’, peopl
## Topic 2: r, rebel, kill, turkey, kurd
## Topic 3: --, european, secur, forc, blast
## Topic 4: kill, turkish, pkk, milit, kurdish
## Topic 5: turkish, kill, ankara, terrorist, clash
## Topic 6: soldier, two, clash, kurdish, one
## ....................................................................................................
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## Completing Iteration 146 (approx. per word bound = -4.060, relative change = 1.254e-04)
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## Completing Iteration 147 (approx. per word bound = -4.059, relative change = 1.250e-04)
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## Completing Iteration 148 (approx. per word bound = -4.059, relative change = 1.196e-04)
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## Completing Iteration 149 (approx. per word bound = -4.058, relative change = 1.086e-04)
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## Completing Iteration 150 (approx. per word bound = -4.058, relative change = 1.022e-04)
## Topic 1: forc, defens, --, people’, peopl
## Topic 2: r, rebel, kill, turkey, kurd
## Topic 3: --, european, secur, turkey, forc
## Topic 4: kill, turkish, pkk, milit, kurdish
## Topic 5: turkish, kill, ankara, terrorist, clash
## Topic 6: soldier, two, clash, kurdish, one
## ....................................................................................................
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## Completing Iteration 151 (approx. per word bound = -4.057, relative change = 9.842e-05)
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## Completing Iteration 152 (approx. per word bound = -4.057, relative change = 9.525e-05)
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## Completing Iteration 153 (approx. per word bound = -4.057, relative change = 9.422e-05)
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## Completing Iteration 154 (approx. per word bound = -4.056, relative change = 9.560e-05)
## ....................................................................................................
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## Completing Iteration 155 (approx. per word bound = -4.056, relative change = 9.887e-05)
## Topic 1: forc, defens, --, people’, peopl
## Topic 2: r, rebel, kill, turkey, kurd
## Topic 3: --, european, secur, turkey, forc
## Topic 4: kill, turkish, pkk, milit, kurdish
## Topic 5: turkish, kill, ankara, terrorist, clash
## Topic 6: soldier, two, kurdish, clash, kill
## ....................................................................................................
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## Completing Iteration 156 (approx. per word bound = -4.055, relative change = 1.041e-04)
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## Completing Iteration 157 (approx. per word bound = -4.055, relative change = 1.112e-04)
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## Completing Iteration 158 (approx. per word bound = -4.054, relative change = 1.197e-04)
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## Completing Iteration 159 (approx. per word bound = -4.054, relative change = 1.317e-04)
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## Completing Iteration 160 (approx. per word bound = -4.053, relative change = 1.495e-04)
## Topic 1: forc, defens, --, people’, peopl
## Topic 2: r, rebel, kill, turkey, kurd
## Topic 3: --, european, turkey, secur, forc
## Topic 4: kill, turkish, pkk, milit, kurdish
## Topic 5: turkish, kill, ankara, terrorist, clash
## Topic 6: soldier, two, kurdish, clash, kill
## ....................................................................................................
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## Completing Iteration 161 (approx. per word bound = -4.053, relative change = 1.754e-04)
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## Completing Iteration 162 (approx. per word bound = -4.052, relative change = 2.147e-04)
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## Completing Iteration 163 (approx. per word bound = -4.051, relative change = 2.735e-04)
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## Completing Iteration 164 (approx. per word bound = -4.049, relative change = 3.466e-04)
## ....................................................................................................
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## Completing Iteration 165 (approx. per word bound = -4.047, relative change = 4.027e-04)
## Topic 1: forc, defens, --, people’, peopl
## Topic 2: r, rebel, kill, turkey, kurd
## Topic 3: --, european, turkey, secur, blast
## Topic 4: kill, turkish, pkk, milit, kurdish
## Topic 5: turkish, kill, ankara, terrorist, clash
## Topic 6: soldier, two, kurdish, kill, clash
## ....................................................................................................
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## Completing Iteration 166 (approx. per word bound = -4.046, relative change = 3.953e-04)
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## Completing Iteration 167 (approx. per word bound = -4.045, relative change = 3.300e-04)
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## Completing Iteration 168 (approx. per word bound = -4.043, relative change = 2.627e-04)
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## Completing Iteration 169 (approx. per word bound = -4.043, relative change = 2.192e-04)
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## Completing Iteration 170 (approx. per word bound = -4.042, relative change = 1.924e-04)
## Topic 1: forc, defens, --, people’, peopl
## Topic 2: r, rebel, kill, turkey, kurd
## Topic 3: --, european, turkey, secur, blast
## Topic 4: kill, turkish, pkk, milit, kurdish
## Topic 5: turkish, kill, ankara, terrorist, clash
## Topic 6: soldier, two, kill, kurdish, clash
## ....................................................................................................
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## Completing Iteration 171 (approx. per word bound = -4.041, relative change = 1.760e-04)
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## Completing Iteration 172 (approx. per word bound = -4.040, relative change = 1.634e-04)
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## Completing Iteration 173 (approx. per word bound = -4.040, relative change = 1.543e-04)
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## Completing Iteration 174 (approx. per word bound = -4.039, relative change = 1.479e-04)
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## Completing Iteration 175 (approx. per word bound = -4.039, relative change = 1.416e-04)
## Topic 1: forc, defens, --, people’, peopl
## Topic 2: r, rebel, kill, turkey, kurd
## Topic 3: --, european, turkey, secur, blast
## Topic 4: turkish, kill, pkk, milit, kurdish
## Topic 5: turkish, kill, ankara, terrorist, clash
## Topic 6: soldier, kill, two, kurdish, clash
## ....................................................................................................
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## Completing Iteration 176 (approx. per word bound = -4.038, relative change = 1.298e-04)
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## Completing Iteration 177 (approx. per word bound = -4.038, relative change = 1.184e-04)
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## Completing Iteration 178 (approx. per word bound = -4.037, relative change = 1.108e-04)
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## Completing Iteration 179 (approx. per word bound = -4.037, relative change = 1.059e-04)
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## Completing Iteration 180 (approx. per word bound = -4.036, relative change = 1.027e-04)
## Topic 1: forc, defens, --, people’, peopl
## Topic 2: r, rebel, kill, turkey, kurd
## Topic 3: --, european, turkey, secur, blast
## Topic 4: turkish, kill, pkk, milit, kurdish
## Topic 5: turkish, kill, ankara, terrorist, clash
## Topic 6: soldier, kill, two, kurdish, clash
## ....................................................................................................
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## Completing Iteration 181 (approx. per word bound = -4.036, relative change = 1.009e-04)
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## Completing Iteration 182 (approx. per word bound = -4.036, relative change = 9.980e-05)
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## Completing Iteration 183 (approx. per word bound = -4.035, relative change = 1.003e-04)
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## Completing Iteration 184 (approx. per word bound = -4.035, relative change = 1.019e-04)
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## Completing Iteration 185 (approx. per word bound = -4.034, relative change = 1.072e-04)
## Topic 1: forc, defens, --, people’, peopl
## Topic 2: r, rebel, kill, turkey, kurd
## Topic 3: --, turkey, european, secur, blast
## Topic 4: turkish, kill, pkk, milit, kurdish
## Topic 5: turkish, kill, ankara, terrorist, clash
## Topic 6: soldier, kill, two, kurdish, clash
## ....................................................................................................
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## Completing Iteration 186 (approx. per word bound = -4.034, relative change = 1.173e-04)
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## Completing Iteration 187 (approx. per word bound = -4.033, relative change = 1.308e-04)
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## Completing Iteration 188 (approx. per word bound = -4.033, relative change = 1.272e-04)
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## Completing Iteration 189 (approx. per word bound = -4.032, relative change = 1.279e-04)
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## Completing Iteration 190 (approx. per word bound = -4.032, relative change = 1.295e-04)
## Topic 1: forc, defens, --, people’, peopl
## Topic 2: r, rebel, kill, turkey, kurd
## Topic 3: --, turkey, european, secur, blast
## Topic 4: turkish, kill, pkk, milit, kurdish
## Topic 5: turkish, kill, ankara, terrorist, clash
## Topic 6: soldier, kill, two, kurdish, clash
## ....................................................................................................
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## Completing Iteration 191 (approx. per word bound = -4.031, relative change = 1.289e-04)
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## Completing Iteration 192 (approx. per word bound = -4.031, relative change = 1.249e-04)
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## Completing Iteration 193 (approx. per word bound = -4.030, relative change = 1.211e-04)
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## Completing Iteration 194 (approx. per word bound = -4.030, relative change = 1.182e-04)
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## Completing Iteration 195 (approx. per word bound = -4.029, relative change = 1.163e-04)
## Topic 1: forc, defens, --, people’, peopl
## Topic 2: r, rebel, kill, turkey, kurd
## Topic 3: --, turkey, european, secur, blast
## Topic 4: kill, turkish, pkk, milit, kurdish
## Topic 5: turkish, kill, ankara, terrorist, clash
## Topic 6: soldier, kill, two, kurdish, clash
## ....................................................................................................
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## Completing Iteration 196 (approx. per word bound = -4.029, relative change = 1.150e-04)
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## Completing Iteration 197 (approx. per word bound = -4.028, relative change = 1.140e-04)
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## Completing Iteration 198 (approx. per word bound = -4.028, relative change = 1.133e-04)
## ....................................................................................................
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## Completing Iteration 199 (approx. per word bound = -4.027, relative change = 1.126e-04)
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## Completing Iteration 200 (approx. per word bound = -4.027, relative change = 1.124e-04)
## Topic 1: forc, defens, --, people’, peopl
## Topic 2: r, rebel, kill, turkey, kurd
## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, milit, kurdish
## Topic 5: turkish, kill, ankara, terrorist, clash
## Topic 6: soldier, kill, kurdish, two, clash
## ....................................................................................................
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## Completing Iteration 201 (approx. per word bound = -4.027, relative change = 1.127e-04)
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## Completing Iteration 202 (approx. per word bound = -4.026, relative change = 1.143e-04)
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## Completing Iteration 203 (approx. per word bound = -4.026, relative change = 1.159e-04)
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## Completing Iteration 204 (approx. per word bound = -4.025, relative change = 1.143e-04)
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## Completing Iteration 205 (approx. per word bound = -4.025, relative change = 1.100e-04)
## Topic 1: forc, defens, --, people’, peopl
## Topic 2: r, rebel, kill, turkey, kurd
## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, milit, kurdish
## Topic 5: turkish, kill, ankara, terrorist, clash
## Topic 6: soldier, kill, kurdish, two, clash
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## Completing Iteration 206 (approx. per word bound = -4.024, relative change = 1.081e-04)
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## Completing Iteration 207 (approx. per word bound = -4.024, relative change = 1.072e-04)
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## Completing Iteration 209 (approx. per word bound = -4.023, relative change = 1.100e-04)
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## Completing Iteration 210 (approx. per word bound = -4.023, relative change = 1.161e-04)
## Topic 1: forc, defens, --, people’, peopl
## Topic 2: r, rebel, kill, turkey, kurd
## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, milit, kurdish
## Topic 5: turkish, kill, ankara, terrorist, clash
## Topic 6: soldier, kill, kurdish, two, turkish
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## Completing Iteration 211 (approx. per word bound = -4.022, relative change = 1.298e-04)
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## Completing Iteration 215 (approx. per word bound = -4.018, relative change = 1.794e-04)
## Topic 1: forc, defens, --, people’, peopl
## Topic 2: r, kill, rebel, turkey, kurd
## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, milit, kurdish
## Topic 5: turkish, kill, ankara, terrorist, clash
## Topic 6: soldier, kill, kurdish, turkish, two
## ....................................................................................................
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## Completing Iteration 216 (approx. per word bound = -4.018, relative change = 1.307e-04)
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## Completing Iteration 217 (approx. per word bound = -4.017, relative change = 1.181e-04)
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## Completing Iteration 218 (approx. per word bound = -4.017, relative change = 1.125e-04)
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## Completing Iteration 220 (approx. per word bound = -4.016, relative change = 1.049e-04)
## Topic 1: forc, defens, --, people’, peopl
## Topic 2: r, kill, rebel, turkey, kurd
## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, milit, kurdish
## Topic 5: turkish, kill, ankara, terrorist, clash
## Topic 6: soldier, kill, kurdish, turkish, two
## ....................................................................................................
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## Completing Iteration 221 (approx. per word bound = -4.016, relative change = 9.650e-05)
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## Completing Iteration 225 (approx. per word bound = -4.014, relative change = 8.377e-05)
## Topic 1: forc, defens, --, people’, peopl
## Topic 2: r, kill, rebel, turkey, kurd
## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, milit, kurdish
## Topic 5: turkish, kill, ankara, terrorist, clash
## Topic 6: soldier, kill, kurdish, turkish, two
## ....................................................................................................
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## Completing Iteration 226 (approx. per word bound = -4.014, relative change = 8.237e-05)
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## Completing Iteration 229 (approx. per word bound = -4.013, relative change = 8.000e-05)
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## Completing Iteration 230 (approx. per word bound = -4.013, relative change = 7.910e-05)
## Topic 1: forc, --, defens, people’, peopl
## Topic 2: r, kill, rebel, turkey, kurd
## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, milit, kurdish
## Topic 5: turkish, kill, ankara, terrorist, clash
## Topic 6: kill, soldier, kurdish, turkish, rebel
## ....................................................................................................
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## Completing Iteration 231 (approx. per word bound = -4.012, relative change = 7.736e-05)
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## Completing Iteration 232 (approx. per word bound = -4.012, relative change = 7.545e-05)
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## Completing Iteration 233 (approx. per word bound = -4.012, relative change = 7.402e-05)
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## Completing Iteration 234 (approx. per word bound = -4.011, relative change = 7.337e-05)
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## Completing Iteration 235 (approx. per word bound = -4.011, relative change = 7.488e-05)
## Topic 1: forc, --, defens, people’, peopl
## Topic 2: r, kill, rebel, turkey, kurd
## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, milit, kurdish
## Topic 5: turkish, kill, ankara, terrorist, clash
## Topic 6: kill, soldier, kurdish, turkish, rebel
## ....................................................................................................
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## Completing Iteration 236 (approx. per word bound = -4.011, relative change = 7.934e-05)
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## Completing Iteration 237 (approx. per word bound = -4.010, relative change = 7.858e-05)
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## Completing Iteration 238 (approx. per word bound = -4.010, relative change = 7.191e-05)
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## Completing Iteration 239 (approx. per word bound = -4.010, relative change = 6.558e-05)
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## Completing Iteration 240 (approx. per word bound = -4.010, relative change = 6.459e-05)
## Topic 1: forc, --, defens, people’, peopl
## Topic 2: r, kill, rebel, turkey, kurd
## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, milit, --
## Topic 5: turkish, kill, ankara, terrorist, clash
## Topic 6: kill, soldier, kurdish, turkish, rebel
## ....................................................................................................
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## Completing Iteration 241 (approx. per word bound = -4.009, relative change = 6.371e-05)
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## Completing Iteration 242 (approx. per word bound = -4.009, relative change = 6.359e-05)
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## Completing Iteration 243 (approx. per word bound = -4.009, relative change = 6.400e-05)
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## Completing Iteration 244 (approx. per word bound = -4.009, relative change = 6.186e-05)
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## Completing Iteration 245 (approx. per word bound = -4.008, relative change = 5.804e-05)
## Topic 1: forc, --, defens, people’, peopl
## Topic 2: r, kill, rebel, turkey, kurd
## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, milit, --
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, soldier, kurdish, turkish, rebel
## ....................................................................................................
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## Completing Iteration 246 (approx. per word bound = -4.008, relative change = 5.393e-05)
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## Completing Iteration 247 (approx. per word bound = -4.008, relative change = 5.011e-05)
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## Completing Iteration 248 (approx. per word bound = -4.008, relative change = 4.737e-05)
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## Completing Iteration 249 (approx. per word bound = -4.008, relative change = 4.556e-05)
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## Completing Iteration 250 (approx. per word bound = -4.007, relative change = 4.406e-05)
## Topic 1: forc, --, defens, people’, peopl
## Topic 2: r, kill, rebel, turkey, kurd
## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, --, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, soldier, kurdish, turkish, rebel
## ....................................................................................................
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## Completing Iteration 251 (approx. per word bound = -4.007, relative change = 4.302e-05)
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## Completing Iteration 252 (approx. per word bound = -4.007, relative change = 4.222e-05)
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## Completing Iteration 253 (approx. per word bound = -4.007, relative change = 4.182e-05)
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## Completing Iteration 254 (approx. per word bound = -4.007, relative change = 4.095e-05)
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## Completing Iteration 255 (approx. per word bound = -4.007, relative change = 3.941e-05)
## Topic 1: forc, --, defens, people’, peopl
## Topic 2: r, kill, rebel, turkey, kurd
## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, --, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, soldier, kurdish, turkish, rebel
## ....................................................................................................
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## Completing Iteration 256 (approx. per word bound = -4.006, relative change = 3.826e-05)
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## Completing Iteration 257 (approx. per word bound = -4.006, relative change = 3.753e-05)
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## Completing Iteration 258 (approx. per word bound = -4.006, relative change = 3.725e-05)
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## Completing Iteration 259 (approx. per word bound = -4.006, relative change = 3.744e-05)
## ....................................................................................................
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## Completing Iteration 260 (approx. per word bound = -4.006, relative change = 3.891e-05)
## Topic 1: forc, --, defens, people’, peopl
## Topic 2: r, kill, rebel, turkey, kurd
## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, --, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, soldier, kurdish, turkish, rebel
## ....................................................................................................
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## Completing Iteration 261 (approx. per word bound = -4.006, relative change = 4.053e-05)
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## Completing Iteration 262 (approx. per word bound = -4.006, relative change = 4.384e-05)
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## Completing Iteration 263 (approx. per word bound = -4.005, relative change = 5.055e-05)
## ....................................................................................................
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## Completing Iteration 264 (approx. per word bound = -4.005, relative change = 5.624e-05)
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## Completing Iteration 265 (approx. per word bound = -4.005, relative change = 6.250e-05)
## Topic 1: forc, --, defens, people’, peopl
## Topic 2: r, kill, rebel, turkey, kurd
## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, --, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, soldier, kurdish, turkish, rebel
## ....................................................................................................
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## Completing Iteration 266 (approx. per word bound = -4.005, relative change = 7.574e-05)
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## Completing Iteration 267 (approx. per word bound = -4.004, relative change = 6.746e-05)
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## Completing Iteration 268 (approx. per word bound = -4.004, relative change = 4.152e-05)
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## Completing Iteration 269 (approx. per word bound = -4.004, relative change = 3.580e-05)
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## Completing Iteration 270 (approx. per word bound = -4.004, relative change = 3.601e-05)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, kill, rebel, turkey, kurd
## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, --, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, soldier, kurdish, turkish, rebel
## ....................................................................................................
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## Completing Iteration 271 (approx. per word bound = -4.004, relative change = 3.762e-05)
## ....................................................................................................
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## Completing Iteration 272 (approx. per word bound = -4.004, relative change = 3.749e-05)
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## Completing Iteration 273 (approx. per word bound = -4.003, relative change = 3.597e-05)
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## Completing Iteration 274 (approx. per word bound = -4.003, relative change = 3.471e-05)
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## Completing Iteration 275 (approx. per word bound = -4.003, relative change = 3.296e-05)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, kill, rebel, turkey, kurd
## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, --, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, soldier, kurdish, turkish, rebel
## ....................................................................................................
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## Completing Iteration 276 (approx. per word bound = -4.003, relative change = 3.178e-05)
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## Completing Iteration 277 (approx. per word bound = -4.003, relative change = 3.092e-05)
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## Completing Iteration 278 (approx. per word bound = -4.003, relative change = 3.073e-05)
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## Completing Iteration 279 (approx. per word bound = -4.003, relative change = 3.028e-05)
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## Completing Iteration 280 (approx. per word bound = -4.002, relative change = 2.960e-05)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, kill, turkey, rebel, kurd
## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, --, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, soldier, turkish, kurdish, rebel
## ....................................................................................................
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## Completing Iteration 281 (approx. per word bound = -4.002, relative change = 2.860e-05)
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## Completing Iteration 282 (approx. per word bound = -4.002, relative change = 2.737e-05)
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## Completing Iteration 283 (approx. per word bound = -4.002, relative change = 2.666e-05)
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## Completing Iteration 284 (approx. per word bound = -4.002, relative change = 2.594e-05)
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## Completing Iteration 285 (approx. per word bound = -4.002, relative change = 2.596e-05)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, kill, turkey, rebel, kurd
## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, --, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, soldier, turkish, kurdish, rebel
## ....................................................................................................
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## Completing Iteration 286 (approx. per word bound = -4.002, relative change = 2.539e-05)
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## Completing Iteration 287 (approx. per word bound = -4.002, relative change = 2.544e-05)
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## Completing Iteration 288 (approx. per word bound = -4.002, relative change = 2.488e-05)
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## Completing Iteration 289 (approx. per word bound = -4.002, relative change = 2.494e-05)
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## Completing Iteration 290 (approx. per word bound = -4.001, relative change = 2.462e-05)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, kill, turkey, rebel, kurd
## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, --, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, soldier, turkish, kurdish, rebel
## ....................................................................................................
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## Completing Iteration 291 (approx. per word bound = -4.001, relative change = 2.483e-05)
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## Completing Iteration 292 (approx. per word bound = -4.001, relative change = 2.511e-05)
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## Completing Iteration 293 (approx. per word bound = -4.001, relative change = 2.598e-05)
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## Completing Iteration 294 (approx. per word bound = -4.001, relative change = 2.771e-05)
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## Completing Iteration 295 (approx. per word bound = -4.001, relative change = 3.054e-05)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, kill, turkey, rebel, kurd
## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, --, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, soldier, turkish, kurdish, rebel
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 296 (approx. per word bound = -4.001, relative change = 3.249e-05)
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## Completing Iteration 297 (approx. per word bound = -4.001, relative change = 3.173e-05)
## ....................................................................................................
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## Completing Iteration 299 (approx. per word bound = -4.000, relative change = 2.649e-05)
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## Completing Iteration 300 (approx. per word bound = -4.000, relative change = 2.545e-05)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, kill, turkey, rebel, kurd
## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, --, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, soldier, turkish, kurdish, rebel
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## Completing Iteration 301 (approx. per word bound = -4.000, relative change = 2.503e-05)
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## Completing Iteration 305 (approx. per word bound = -4.000, relative change = 2.534e-05)
## Topic 1: --, forc, defens, people’, peopl
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## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, --, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
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## Completing Iteration 310 (approx. per word bound = -3.999, relative change = 2.430e-05)
## Topic 1: --, forc, defens, people’, peopl
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## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, --, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
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## Completing Iteration 311 (approx. per word bound = -3.999, relative change = 2.292e-05)
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## Completing Iteration 315 (approx. per word bound = -3.999, relative change = 2.348e-05)
## Topic 1: --, forc, defens, people’, peopl
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## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, pkk, --, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
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## Completing Iteration 316 (approx. per word bound = -3.999, relative change = 2.477e-05)
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## Completing Iteration 320 (approx. per word bound = -3.998, relative change = 3.008e-05)
## Topic 1: --, forc, defens, people’, peopl
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## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, --, pkk, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
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## Completing Iteration 321 (approx. per word bound = -3.998, relative change = 2.935e-05)
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## Completing Iteration 325 (approx. per word bound = -3.998, relative change = 2.839e-05)
## Topic 1: --, forc, defens, people’, peopl
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## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, --, pkk, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
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## Completing Iteration 326 (approx. per word bound = -3.998, relative change = 2.862e-05)
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## Completing Iteration 330 (approx. per word bound = -3.997, relative change = 3.668e-05)
## Topic 1: --, forc, defens, people’, peopl
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## Topic 3: --, turkey, european, secur, oper
## Topic 4: kill, turkish, --, pkk, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, soldier, turkish, kurdish, rebel
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## Completing Iteration 331 (approx. per word bound = -3.997, relative change = 4.823e-05)
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## Completing Iteration 335 (approx. per word bound = -3.995, relative change = 1.294e-04)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, kill, turkey, rebel, kurd
## Topic 3: --, turkey, european, secur, eur
## Topic 4: kill, turkish, --, pkk, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, soldier, turkish, kurdish, rebel
## ....................................................................................................
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## Completing Iteration 336 (approx. per word bound = -3.995, relative change = 7.419e-05)
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## Completing Iteration 337 (approx. per word bound = -3.995, relative change = 3.798e-05)
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## Completing Iteration 338 (approx. per word bound = -3.995, relative change = 2.514e-05)
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## Completing Iteration 339 (approx. per word bound = -3.995, relative change = 2.092e-05)
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## Completing Iteration 340 (approx. per word bound = -3.995, relative change = 1.979e-05)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, kill, turkey, rebel, kurd
## Topic 3: --, turkey, european, secur, eur
## Topic 4: kill, turkish, --, pkk, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, soldier, turkish, kurdish, rebel
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## Completing Iteration 341 (approx. per word bound = -3.994, relative change = 1.909e-05)
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## Completing Iteration 345 (approx. per word bound = -3.994, relative change = 2.009e-05)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, kill, turkey, rebel, kurd
## Topic 3: --, turkey, european, secur, eur
## Topic 4: kill, turkish, --, pkk, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, soldier, turkish, kurdish, rebel
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## Completing Iteration 346 (approx. per word bound = -3.994, relative change = 2.044e-05)
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## Completing Iteration 347 (approx. per word bound = -3.994, relative change = 2.114e-05)
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## Completing Iteration 348 (approx. per word bound = -3.994, relative change = 2.144e-05)
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## Completing Iteration 349 (approx. per word bound = -3.994, relative change = 2.169e-05)
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## Completing Iteration 350 (approx. per word bound = -3.994, relative change = 2.167e-05)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, turkey, kill, rebel, kurd
## Topic 3: --, turkey, european, secur, eur
## Topic 4: kill, turkish, --, pkk, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, soldier, turkish, kurdish, rebel
## ....................................................................................................
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## Completing Iteration 351 (approx. per word bound = -3.994, relative change = 2.127e-05)
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## Completing Iteration 352 (approx. per word bound = -3.994, relative change = 2.052e-05)
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## Completing Iteration 353 (approx. per word bound = -3.993, relative change = 1.976e-05)
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## Completing Iteration 354 (approx. per word bound = -3.993, relative change = 1.947e-05)
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## Completing Iteration 355 (approx. per word bound = -3.993, relative change = 1.859e-05)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, turkey, kill, rebel, kurd
## Topic 3: --, turkey, european, secur, eur
## Topic 4: kill, turkish, --, pkk, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, soldier, turkish, kurdish, rebel
## ....................................................................................................
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## Completing Iteration 356 (approx. per word bound = -3.993, relative change = 1.848e-05)
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## Completing Iteration 357 (approx. per word bound = -3.993, relative change = 1.823e-05)
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## Completing Iteration 358 (approx. per word bound = -3.993, relative change = 1.802e-05)
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## Completing Iteration 359 (approx. per word bound = -3.993, relative change = 1.785e-05)
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## Completing Iteration 360 (approx. per word bound = -3.993, relative change = 1.792e-05)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, turkey, kill, rebel, kurd
## Topic 3: --, turkey, european, secur, eur
## Topic 4: kill, turkish, --, pkk, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, soldier, turkish, kurdish, rebel
## ....................................................................................................
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## Completing Iteration 361 (approx. per word bound = -3.993, relative change = 1.813e-05)
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## Completing Iteration 362 (approx. per word bound = -3.993, relative change = 1.840e-05)
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## Completing Iteration 363 (approx. per word bound = -3.993, relative change = 1.883e-05)
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## Completing Iteration 364 (approx. per word bound = -3.993, relative change = 1.951e-05)
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## Completing Iteration 365 (approx. per word bound = -3.993, relative change = 2.003e-05)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, turkey, kill, rebel, kurd
## Topic 3: --, turkey, european, secur, eur
## Topic 4: kill, turkish, --, pkk, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, soldier, kurdish, turkish, rebel
## ....................................................................................................
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## Completing Iteration 366 (approx. per word bound = -3.992, relative change = 2.110e-05)
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## Completing Iteration 367 (approx. per word bound = -3.992, relative change = 2.163e-05)
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## Completing Iteration 368 (approx. per word bound = -3.992, relative change = 2.163e-05)
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## Completing Iteration 369 (approx. per word bound = -3.992, relative change = 2.186e-05)
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## Completing Iteration 370 (approx. per word bound = -3.992, relative change = 2.164e-05)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, turkey, kill, rebel, kurd
## Topic 3: --, turkey, european, secur, eur
## Topic 4: kill, turkish, --, pkk, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, kurdish, turkish, soldier, rebel
## ....................................................................................................
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## Completing Iteration 371 (approx. per word bound = -3.992, relative change = 2.192e-05)
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## Completing Iteration 372 (approx. per word bound = -3.992, relative change = 2.271e-05)
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## Completing Iteration 373 (approx. per word bound = -3.992, relative change = 2.406e-05)
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## Completing Iteration 374 (approx. per word bound = -3.992, relative change = 2.655e-05)
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## Completing Iteration 375 (approx. per word bound = -3.992, relative change = 2.879e-05)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, turkey, kill, rebel, kurd
## Topic 3: --, turkey, european, secur, eur
## Topic 4: kill, turkish, --, pkk, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, kurdish, turkish, soldier, rebel
## ....................................................................................................
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## Completing Iteration 376 (approx. per word bound = -3.992, relative change = 2.418e-05)
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## Completing Iteration 377 (approx. per word bound = -3.991, relative change = 2.103e-05)
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## Completing Iteration 378 (approx. per word bound = -3.991, relative change = 1.974e-05)
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## Completing Iteration 379 (approx. per word bound = -3.991, relative change = 1.875e-05)
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## Completing Iteration 380 (approx. per word bound = -3.991, relative change = 1.784e-05)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, turkey, kill, rebel, kurd
## Topic 3: --, turkey, european, secur, eur
## Topic 4: kill, turkish, --, pkk, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, kurdish, turkish, soldier, rebel
## ....................................................................................................
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## Completing Iteration 381 (approx. per word bound = -3.991, relative change = 1.711e-05)
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## Completing Iteration 382 (approx. per word bound = -3.991, relative change = 1.656e-05)
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## Completing Iteration 383 (approx. per word bound = -3.991, relative change = 1.565e-05)
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## Completing Iteration 384 (approx. per word bound = -3.991, relative change = 1.550e-05)
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## Completing Iteration 385 (approx. per word bound = -3.991, relative change = 1.482e-05)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, turkey, kill, rebel, kurd
## Topic 3: --, turkey, european, secur, eur
## Topic 4: kill, turkish, --, pkk, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, kurdish, turkish, soldier, rebel
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## Completing Iteration 386 (approx. per word bound = -3.991, relative change = 1.432e-05)
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## Completing Iteration 387 (approx. per word bound = -3.991, relative change = 1.368e-05)
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## Completing Iteration 388 (approx. per word bound = -3.991, relative change = 1.327e-05)
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## Completing Iteration 389 (approx. per word bound = -3.991, relative change = 1.306e-05)
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## Completing Iteration 390 (approx. per word bound = -3.991, relative change = 1.269e-05)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, turkey, kill, rebel, kurd
## Topic 3: --, turkey, european, secur, eur
## Topic 4: kill, turkish, --, pkk, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, kurdish, turkish, soldier, rebel
## ....................................................................................................
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## Completing Iteration 391 (approx. per word bound = -3.991, relative change = 1.311e-05)
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## Completing Iteration 392 (approx. per word bound = -3.991, relative change = 1.358e-05)
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## Completing Iteration 393 (approx. per word bound = -3.991, relative change = 1.491e-05)
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## Completing Iteration 394 (approx. per word bound = -3.990, relative change = 1.585e-05)
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## Completing Iteration 395 (approx. per word bound = -3.990, relative change = 1.540e-05)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, turkey, kill, rebel, kurd
## Topic 3: --, turkey, european, secur, eur
## Topic 4: kill, turkish, --, pkk, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, kurdish, turkish, soldier, rebel
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 396 (approx. per word bound = -3.990, relative change = 1.410e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 397 (approx. per word bound = -3.990, relative change = 1.343e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 398 (approx. per word bound = -3.990, relative change = 1.284e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 399 (approx. per word bound = -3.990, relative change = 1.285e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 400 (approx. per word bound = -3.990, relative change = 1.234e-05)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, turkey, kill, rebel, kurd
## Topic 3: --, turkey, european, secur, eur
## Topic 4: kill, turkish, --, pkk, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, kurdish, turkish, soldier, rebel
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 401 (approx. per word bound = -3.990, relative change = 1.178e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 402 (approx. per word bound = -3.990, relative change = 1.142e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 403 (approx. per word bound = -3.990, relative change = 1.124e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 404 (approx. per word bound = -3.990, relative change = 1.116e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 405 (approx. per word bound = -3.990, relative change = 1.099e-05)
## Topic 1: --, forc, defens, people’, peopl
## Topic 2: r, turkey, kill, rebel, kurd
## Topic 3: --, turkey, european, secur, eur
## Topic 4: kill, turkish, --, pkk, milit
## Topic 5: turkish, ankara, kill, terrorist, clash
## Topic 6: kill, kurdish, turkish, soldier, rebel
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 406 (approx. per word bound = -3.990, relative change = 1.093e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 407 (approx. per word bound = -3.990, relative change = 1.053e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 408 (approx. per word bound = -3.990, relative change = 1.029e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## .......
## Recovering initialization...
## ..................
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.983)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.734, relative change = 4.989e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.625, relative change = 2.319e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.564, relative change = 1.313e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.524, relative change = 8.718e-03)
## Topic 1: ankara, terrorist, attack, anatolia, clash
## Topic 2: turkey, rebel, forc, say, secur
## Topic 3: troop, pkk, iraq, turk, _f
## Topic 4: --, turkish, soldier, kill, defens
## Topic 5: kill, r, turkish, kurd, clash
## Topic 6: kurdish, dead, peopl, five, bomb
## Topic 7: two, three, violenc, die, oper
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.493, relative change = 6.795e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.466, relative change = 6.009e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.442, relative change = 5.395e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.424, relative change = 4.199e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.409, relative change = 3.318e-03)
## Topic 1: ankara, terrorist, attack, anatolia, jun
## Topic 2: turkey, rebel, secur, say, forc
## Topic 3: troop, pkk, iraq, turk, european
## Topic 4: --, soldier, forc, defens, people’
## Topic 5: kill, turkish, r, kurd, clash
## Topic 6: kurdish, dead, peopl, five, bomb
## Topic 7: two, three, violenc, die, oper
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.396, relative change = 2.803e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.385, relative change = 2.634e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.374, relative change = 2.479e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.363, relative change = 2.443e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.353, relative change = 2.311e-03)
## Topic 1: ankara, terrorist, attack, anatolia, jun
## Topic 2: turkey, rebel, secur, say, forc
## Topic 3: troop, pkk, iraq, european, turk
## Topic 4: --, forc, soldier, defens, people’
## Topic 5: kill, turkish, r, kurd, clash
## Topic 6: kurdish, dead, peopl, five, bomb
## Topic 7: two, three, violenc, die, oper
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.345, relative change = 1.956e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.337, relative change = 1.706e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.331, relative change = 1.549e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.324, relative change = 1.498e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.317, relative change = 1.554e-03)
## Topic 1: ankara, terrorist, attack, anatolia, jun
## Topic 2: turkey, rebel, secur, say, forc
## Topic 3: troop, pkk, iraq, european, turk
## Topic 4: --, forc, soldier, defens, people’
## Topic 5: kill, turkish, r, kurd, clash
## Topic 6: kurdish, dead, peopl, five, bomb
## Topic 7: two, three, violenc, die, oper
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.310, relative change = 1.784e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.301, relative change = 2.062e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.291, relative change = 2.300e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.280, relative change = 2.471e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.270, relative change = 2.452e-03)
## Topic 1: ankara, terrorist, anatolia, f, clash
## Topic 2: turkey, rebel, say, secur, forc
## Topic 3: pkk, iraq, troop, european, turk
## Topic 4: --, forc, defens, people’, soldier
## Topic 5: kill, turkish, r, kurd, clash
## Topic 6: kurdish, dead, peopl, five, bomb
## Topic 7: two, three, violenc, die, militari
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.260, relative change = 2.223e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.252, relative change = 1.912e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.245, relative change = 1.714e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.238, relative change = 1.556e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.232, relative change = 1.416e-03)
## Topic 1: ankara, terrorist, f, anatolia, clash
## Topic 2: turkey, rebel, say, forc, secur
## Topic 3: pkk, iraq, european, turk, strike
## Topic 4: --, forc, defens, people’, turkish
## Topic 5: kill, turkish, r, kurd, clash
## Topic 6: kurdish, dead, peopl, bomb, five
## Topic 7: two, three, violenc, attack, die
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.227, relative change = 1.212e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.223, relative change = 9.491e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.220, relative change = 7.720e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.217, relative change = 7.361e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.214, relative change = 7.407e-04)
## Topic 1: ankara, terrorist, f, anatolia, clash
## Topic 2: turkey, rebel, say, forc, clash
## Topic 3: pkk, iraq, european, milit, turk
## Topic 4: --, forc, defens, people’, turkish
## Topic 5: kill, turkish, r, kurd, clash
## Topic 6: kurdish, dead, peopl, bomb, five
## Topic 7: two, attack, three, violenc, die
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.211, relative change = 7.083e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.208, relative change = 7.269e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.205, relative change = 6.858e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.202, relative change = 7.336e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.198, relative change = 7.959e-04)
## Topic 1: ankara, terrorist, f, clash, anatolia
## Topic 2: turkey, rebel, say, clash, forc
## Topic 3: pkk, milit, iraq, european, turk
## Topic 4: --, forc, defens, people’, turkish
## Topic 5: kill, turkish, r, kurd, troop
## Topic 6: kurdish, dead, peopl, bomb, five
## Topic 7: two, attack, three, soldier, violenc
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.195, relative change = 8.968e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.190, relative change = 9.878e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.186, relative change = 9.940e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -4.182, relative change = 9.099e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.179, relative change = 8.949e-04)
## Topic 1: ankara, terrorist, turkish, f, clash
## Topic 2: turkey, rebel, say, clash, four
## Topic 3: pkk, milit, iraq, european, strike
## Topic 4: --, forc, defens, people’, turkish
## Topic 5: kill, r, turkish, kurd, troop
## Topic 6: kurdish, dead, peopl, bomb, five
## Topic 7: two, soldier, attack, three, violenc
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.175, relative change = 7.957e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.172, relative change = 7.696e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -4.169, relative change = 7.331e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -4.166, relative change = 6.721e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.164, relative change = 6.458e-04)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkey, rebel, say, clash, four
## Topic 3: pkk, milit, iraq, european, armi
## Topic 4: --, forc, defens, turkish, people’
## Topic 5: kill, r, turkish, kurd, troop
## Topic 6: kurdish, peopl, bomb, dead, five
## Topic 7: soldier, two, attack, kill, three
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -4.161, relative change = 6.079e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -4.159, relative change = 6.050e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -4.156, relative change = 6.066e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -4.154, relative change = 5.870e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.151, relative change = 6.015e-04)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkey, rebel, clash, say, four
## Topic 3: pkk, milit, iraq, european, armi
## Topic 4: --, forc, defens, people’, turkish
## Topic 5: kill, r, turkish, kurd, troop
## Topic 6: kurdish, peopl, bomb, five, dead
## Topic 7: soldier, kill, two, attack, three
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -4.148, relative change = 6.621e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -4.145, relative change = 7.590e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -4.142, relative change = 8.729e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -4.138, relative change = 9.207e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -4.134, relative change = 9.276e-04)
## Topic 1: ankara, turkish, terrorist, clash, kill
## Topic 2: turkey, rebel, clash, say, four
## Topic 3: pkk, milit, turkish, iraq, european
## Topic 4: --, forc, defens, people’, turkish
## Topic 5: kill, r, turkish, kurd, troop
## Topic 6: kurdish, peopl, bomb, five, offici
## Topic 7: kill, soldier, two, attack, three
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -4.130, relative change = 9.459e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -4.126, relative change = 9.578e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -4.123, relative change = 8.094e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -4.120, relative change = 7.659e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -4.117, relative change = 7.353e-04)
## Topic 1: turkish, ankara, kill, terrorist, clash
## Topic 2: turkey, rebel, clash, say, four
## Topic 3: turkish, pkk, milit, iraq, european
## Topic 4: --, forc, defens, people’, secur
## Topic 5: kill, r, kurd, turkish, troop
## Topic 6: kurdish, peopl, five, offici, bomb
## Topic 7: kill, soldier, two, attack, three
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -4.114, relative change = 6.761e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -4.111, relative change = 5.930e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -4.109, relative change = 5.329e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -4.107, relative change = 5.033e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -4.105, relative change = 4.919e-04)
## Topic 1: turkish, ankara, kill, terrorist, clash
## Topic 2: turkey, rebel, clash, say, four
## Topic 3: turkish, pkk, milit, kill, iraq
## Topic 4: --, forc, defens, people’, secur
## Topic 5: kill, r, kurd, turkish, troop
## Topic 6: kurdish, peopl, five, offici, roj
## Topic 7: kill, soldier, two, attack, three
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -4.103, relative change = 4.893e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -4.101, relative change = 4.770e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -4.099, relative change = 4.558e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -4.097, relative change = 4.465e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -4.095, relative change = 4.646e-04)
## Topic 1: turkish, ankara, kill, terrorist, clash
## Topic 2: turkey, rebel, clash, say, four
## Topic 3: pkk, turkish, milit, kill, iraq
## Topic 4: --, forc, defens, people’, secur
## Topic 5: kill, r, kurd, turkish, troop
## Topic 6: kurdish, peopl, five, offici, roj
## Topic 7: kill, soldier, turkish, attack, two
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -4.093, relative change = 5.125e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -4.091, relative change = 5.760e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -4.088, relative change = 6.553e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -4.085, relative change = 7.363e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -4.082, relative change = 7.908e-04)
## Topic 1: turkish, ankara, kill, terrorist, clash
## Topic 2: turkey, rebel, clash, say, four
## Topic 3: --, pkk, turkish, milit, kill
## Topic 4: --, forc, defens, people’, peopl
## Topic 5: kill, r, kurd, turkish, troop
## Topic 6: kurdish, five, peopl, offici, roj
## Topic 7: kill, soldier, turkish, attack, two
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -4.079, relative change = 8.308e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 82 (approx. per word bound = -4.075, relative change = 8.317e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 83 (approx. per word bound = -4.072, relative change = 8.228e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 84 (approx. per word bound = -4.069, relative change = 8.340e-04)
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## Completing Iteration 85 (approx. per word bound = -4.065, relative change = 8.652e-04)
## Topic 1: turkish, ankara, kill, terrorist, clash
## Topic 2: turkey, rebel, clash, say, four
## Topic 3: --, pkk, turkish, milit, kill
## Topic 4: --, forc, defens, people’, peopl
## Topic 5: r, kill, kurd, turkish, troop
## Topic 6: kurdish, five, peopl, offici, roj
## Topic 7: kill, soldier, turkish, attack, two
## ....................................................................................................
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## Completing Iteration 86 (approx. per word bound = -4.061, relative change = 8.918e-04)
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## Completing Iteration 88 (approx. per word bound = -4.055, relative change = 7.726e-04)
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## Completing Iteration 89 (approx. per word bound = -4.052, relative change = 6.201e-04)
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## Completing Iteration 90 (approx. per word bound = -4.050, relative change = 5.317e-04)
## Topic 1: turkish, ankara, kill, terrorist, clash
## Topic 2: rebel, turkey, clash, say, dead
## Topic 3: --, pkk, turkish, milit, kill
## Topic 4: --, forc, defens, people’, peopl
## Topic 5: r, kill, kurd, turkish, troop
## Topic 6: kurdish, five, peopl, offici, roj
## Topic 7: kill, --, soldier, turkish, attack
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## Completing Iteration 91 (approx. per word bound = -4.048, relative change = 4.429e-04)
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## Completing Iteration 95 (approx. per word bound = -4.043, relative change = 2.843e-04)
## Topic 1: turkish, ankara, kill, terrorist, clash
## Topic 2: rebel, turkey, clash, say, dead
## Topic 3: --, pkk, turkish, milit, kill
## Topic 4: --, forc, defens, people’, peopl
## Topic 5: r, kill, kurd, troop, turkish
## Topic 6: kurdish, five, peopl, offici, roj
## Topic 7: --, kill, soldier, turkish, attack
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## Completing Iteration 96 (approx. per word bound = -4.042, relative change = 2.940e-04)
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## Completing Iteration 100 (approx. per word bound = -4.037, relative change = 3.069e-04)
## Topic 1: turkish, ankara, kill, terrorist, clash
## Topic 2: rebel, turkey, clash, say, dead
## Topic 3: --, pkk, milit, turkish, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, troop, turkish
## Topic 6: kurdish, five, peopl, offici, roj
## Topic 7: --, kill, soldier, turkish, attack
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## Completing Iteration 101 (approx. per word bound = -4.035, relative change = 2.886e-04)
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## Completing Iteration 105 (approx. per word bound = -4.032, relative change = 2.368e-04)
## Topic 1: turkish, ankara, kill, terrorist, clash
## Topic 2: rebel, turkey, clash, say, dead
## Topic 3: --, pkk, milit, turkish, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, troop, turkish
## Topic 6: kurdish, five, peopl, offici, roj
## Topic 7: --, kill, soldier, turkish, attack
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## Completing Iteration 106 (approx. per word bound = -4.031, relative change = 2.227e-04)
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## Completing Iteration 110 (approx. per word bound = -4.027, relative change = 1.597e-04)
## Topic 1: turkish, ankara, kill, terrorist, clash
## Topic 2: rebel, turkey, clash, say, dead
## Topic 3: --, pkk, milit, turkish, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, troop, turkish
## Topic 6: kurdish, five, peopl, offici, roj
## Topic 7: --, kill, soldier, turkish, attack
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## Completing Iteration 111 (approx. per word bound = -4.027, relative change = 1.574e-04)
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## Completing Iteration 113 (approx. per word bound = -4.026, relative change = 1.397e-04)
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## Completing Iteration 115 (approx. per word bound = -4.024, relative change = 1.587e-04)
## Topic 1: turkish, ankara, kill, terrorist, clash
## Topic 2: rebel, turkey, clash, say, dead
## Topic 3: --, pkk, milit, turkish, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, troop, turkish
## Topic 6: kurdish, five, peopl, offici, roj
## Topic 7: --, kill, soldier, turkish, attack
## ....................................................................................................
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## Completing Iteration 116 (approx. per word bound = -4.024, relative change = 1.670e-04)
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## Completing Iteration 117 (approx. per word bound = -4.023, relative change = 1.909e-04)
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## Completing Iteration 118 (approx. per word bound = -4.022, relative change = 2.103e-04)
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## Completing Iteration 119 (approx. per word bound = -4.021, relative change = 2.061e-04)
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## Completing Iteration 120 (approx. per word bound = -4.021, relative change = 1.587e-04)
## Topic 1: turkish, ankara, kill, terrorist, clash
## Topic 2: rebel, turkey, clash, say, dead
## Topic 3: --, milit, turkish, pkk, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, troop, turkish
## Topic 6: kurdish, five, peopl, offici, roj
## Topic 7: --, kill, soldier, turkish, attack
## ....................................................................................................
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## Completing Iteration 121 (approx. per word bound = -4.020, relative change = 1.172e-04)
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## Completing Iteration 122 (approx. per word bound = -4.020, relative change = 1.122e-04)
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## Completing Iteration 123 (approx. per word bound = -4.019, relative change = 1.308e-04)
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## Completing Iteration 124 (approx. per word bound = -4.018, relative change = 1.625e-04)
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## Completing Iteration 125 (approx. per word bound = -4.018, relative change = 1.324e-04)
## Topic 1: turkish, ankara, kill, terrorist, clash
## Topic 2: rebel, turkey, clash, say, dead
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, troop, turkish
## Topic 6: kurdish, five, peopl, offici, roj
## Topic 7: --, kill, soldier, turkish, attack
## ....................................................................................................
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## Completing Iteration 126 (approx. per word bound = -4.017, relative change = 1.063e-04)
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## Completing Iteration 127 (approx. per word bound = -4.017, relative change = 1.093e-04)
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## Completing Iteration 128 (approx. per word bound = -4.017, relative change = 1.067e-04)
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## Completing Iteration 129 (approx. per word bound = -4.016, relative change = 1.027e-04)
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## Completing Iteration 130 (approx. per word bound = -4.016, relative change = 1.115e-04)
## Topic 1: turkish, ankara, kill, terrorist, clash
## Topic 2: rebel, turkey, clash, say, dead
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, troop, turkish
## Topic 6: kurdish, five, peopl, offici, roj
## Topic 7: --, kill, turkish, soldier, attack
## ....................................................................................................
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## Completing Iteration 131 (approx. per word bound = -4.015, relative change = 1.320e-04)
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## Completing Iteration 132 (approx. per word bound = -4.015, relative change = 1.660e-04)
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## Completing Iteration 133 (approx. per word bound = -4.014, relative change = 1.203e-04)
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## Completing Iteration 134 (approx. per word bound = -4.014, relative change = 8.445e-05)
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## Completing Iteration 135 (approx. per word bound = -4.013, relative change = 8.280e-05)
## Topic 1: turkish, ankara, kill, terrorist, clash
## Topic 2: rebel, turkey, clash, say, dead
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, troop, turkish
## Topic 6: kurdish, five, peopl, offici, roj
## Topic 7: --, kill, turkish, soldier, attack
## ....................................................................................................
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## Completing Iteration 136 (approx. per word bound = -4.013, relative change = 9.067e-05)
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## Completing Iteration 137 (approx. per word bound = -4.013, relative change = 1.145e-04)
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## Completing Iteration 138 (approx. per word bound = -4.012, relative change = 9.818e-05)
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## Completing Iteration 139 (approx. per word bound = -4.012, relative change = 6.986e-05)
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## Completing Iteration 140 (approx. per word bound = -4.012, relative change = 6.271e-05)
## Topic 1: turkish, ankara, kill, terrorist, clash
## Topic 2: rebel, turkey, clash, say, dead
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, troop, turkish
## Topic 6: kurdish, five, peopl, offici, roj
## Topic 7: --, kill, turkish, soldier, attack
## ....................................................................................................
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## Completing Iteration 141 (approx. per word bound = -4.011, relative change = 6.059e-05)
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## Completing Iteration 142 (approx. per word bound = -4.011, relative change = 5.946e-05)
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## Completing Iteration 143 (approx. per word bound = -4.011, relative change = 6.101e-05)
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## Completing Iteration 144 (approx. per word bound = -4.011, relative change = 6.064e-05)
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## Completing Iteration 145 (approx. per word bound = -4.010, relative change = 5.788e-05)
## Topic 1: turkish, ankara, kill, terrorist, clash
## Topic 2: rebel, turkey, clash, say, dead
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, troop, turkish
## Topic 6: kurdish, five, peopl, offici, roj
## Topic 7: --, kill, turkish, soldier, attack
## ....................................................................................................
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## Completing Iteration 146 (approx. per word bound = -4.010, relative change = 5.655e-05)
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## Completing Iteration 147 (approx. per word bound = -4.010, relative change = 5.562e-05)
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## Completing Iteration 148 (approx. per word bound = -4.010, relative change = 5.470e-05)
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## Completing Iteration 149 (approx. per word bound = -4.010, relative change = 5.311e-05)
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## Completing Iteration 150 (approx. per word bound = -4.009, relative change = 5.202e-05)
## Topic 1: turkish, ankara, kill, terrorist, clash
## Topic 2: rebel, turkey, clash, say, dead
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, troop, turkish
## Topic 6: kurdish, five, peopl, offici, roj
## Topic 7: --, kill, turkish, soldier, attack
## ....................................................................................................
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## Completing Iteration 151 (approx. per word bound = -4.009, relative change = 5.275e-05)
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## Completing Iteration 152 (approx. per word bound = -4.009, relative change = 5.582e-05)
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## Completing Iteration 153 (approx. per word bound = -4.009, relative change = 5.647e-05)
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## Completing Iteration 154 (approx. per word bound = -4.008, relative change = 5.323e-05)
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## Completing Iteration 155 (approx. per word bound = -4.008, relative change = 5.615e-05)
## Topic 1: turkish, ankara, kill, terrorist, clash
## Topic 2: rebel, turkey, clash, say, dead
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, troop, turkish
## Topic 6: kurdish, five, peopl, offici, roj
## Topic 7: --, kill, turkish, soldier, turkey
## ....................................................................................................
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## Completing Iteration 156 (approx. per word bound = -4.008, relative change = 6.170e-05)
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## Completing Iteration 157 (approx. per word bound = -4.008, relative change = 6.759e-05)
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## Completing Iteration 158 (approx. per word bound = -4.007, relative change = 7.062e-05)
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## Completing Iteration 159 (approx. per word bound = -4.007, relative change = 6.849e-05)
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## Completing Iteration 160 (approx. per word bound = -4.007, relative change = 6.434e-05)
## Topic 1: turkish, ankara, kill, terrorist, clash
## Topic 2: rebel, turkey, clash, say, dead
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, troop, turkish
## Topic 6: kurdish, five, peopl, offici, roj
## Topic 7: --, kill, turkish, soldier, turkey
## ....................................................................................................
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## Completing Iteration 161 (approx. per word bound = -4.007, relative change = 6.326e-05)
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## Completing Iteration 162 (approx. per word bound = -4.006, relative change = 6.473e-05)
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## Completing Iteration 163 (approx. per word bound = -4.006, relative change = 6.767e-05)
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## Completing Iteration 164 (approx. per word bound = -4.006, relative change = 6.935e-05)
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## Completing Iteration 165 (approx. per word bound = -4.006, relative change = 7.359e-05)
## Topic 1: turkish, ankara, kill, terrorist, clash
## Topic 2: rebel, turkey, clash, say, dead
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, troop, turkish
## Topic 6: kurdish, five, peopl, offici, roj
## Topic 7: --, kill, turkish, soldier, turkey
## ....................................................................................................
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## Completing Iteration 166 (approx. per word bound = -4.005, relative change = 9.658e-05)
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## Completing Iteration 167 (approx. per word bound = -4.005, relative change = 1.096e-04)
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## Completing Iteration 168 (approx. per word bound = -4.004, relative change = 7.063e-05)
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## Completing Iteration 169 (approx. per word bound = -4.004, relative change = 6.752e-05)
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## Completing Iteration 170 (approx. per word bound = -4.004, relative change = 6.758e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, turkey, clash, say, dead
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, troop, turkish
## Topic 6: kurdish, five, peopl, offici, roj
## Topic 7: --, kill, turkish, soldier, turkey
## ....................................................................................................
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## Completing Iteration 171 (approx. per word bound = -4.004, relative change = 6.837e-05)
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## Completing Iteration 172 (approx. per word bound = -4.003, relative change = 6.915e-05)
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## Completing Iteration 173 (approx. per word bound = -4.003, relative change = 6.759e-05)
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## Completing Iteration 174 (approx. per word bound = -4.003, relative change = 6.306e-05)
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## Completing Iteration 175 (approx. per word bound = -4.003, relative change = 5.872e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, turkey, clash, say, kurdish
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, troop, turkish
## Topic 6: kurdish, five, peopl, offici, roj
## Topic 7: --, kill, turkish, soldier, turkey
## ....................................................................................................
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## Completing Iteration 176 (approx. per word bound = -4.002, relative change = 5.687e-05)
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## Completing Iteration 177 (approx. per word bound = -4.002, relative change = 5.934e-05)
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## Completing Iteration 178 (approx. per word bound = -4.002, relative change = 7.759e-05)
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## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, turkey, clash, say, kurdish
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, troop, turkish
## Topic 6: kurdish, five, peopl, offici, die
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## Completing Iteration 181 (approx. per word bound = -4.001, relative change = 5.104e-05)
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## Topic 1: turkish, kill, ankara, terrorist, clash
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## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, troop, turkey
## Topic 6: kurdish, five, peopl, die, offici
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## Topic 1: turkish, kill, ankara, terrorist, clash
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## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
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## Topic 6: kurdish, five, die, peopl, offici
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## Topic 1: turkish, kill, ankara, terrorist, clash
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## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
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## Topic 6: kurdish, five, die, offici, peopl
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## Topic 1: turkish, kill, ankara, terrorist, clash
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## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
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## Topic 6: kurdish, five, die, offici, peopl
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## Topic 1: turkish, kill, ankara, terrorist, clash
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## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, turkey, troop
## Topic 6: kurdish, five, die, offici, peopl
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## Completing Iteration 210 (approx. per word bound = -3.995, relative change = 4.158e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, turkey, clash, kurdish, say
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, turkey, troop
## Topic 6: kurdish, five, die, offici, peopl
## Topic 7: --, kill, turkish, soldier, turkey
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## Completing Iteration 211 (approx. per word bound = -3.995, relative change = 3.951e-05)
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## Completing Iteration 215 (approx. per word bound = -3.995, relative change = 3.590e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, turkey, clash, kurdish, say
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, turkey, troop
## Topic 6: kurdish, five, die, offici, peopl
## Topic 7: --, kill, turkish, soldier, turkey
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## Completing Iteration 216 (approx. per word bound = -3.994, relative change = 3.306e-05)
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## Completing Iteration 220 (approx. per word bound = -3.994, relative change = 2.803e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, turkey, clash, kurdish, say
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, turkey, troop
## Topic 6: kurdish, five, die, offici, peopl
## Topic 7: --, kill, turkish, soldier, turkey
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## Completing Iteration 221 (approx. per word bound = -3.994, relative change = 2.825e-05)
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## Completing Iteration 225 (approx. per word bound = -3.993, relative change = 2.908e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, turkey, clash, kurdish, say
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, turkey, troop
## Topic 6: kurdish, five, die, offici, peopl
## Topic 7: --, kill, turkish, soldier, turkey
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## Completing Iteration 226 (approx. per word bound = -3.993, relative change = 2.926e-05)
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## Completing Iteration 227 (approx. per word bound = -3.993, relative change = 2.939e-05)
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## Completing Iteration 228 (approx. per word bound = -3.993, relative change = 2.962e-05)
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## Completing Iteration 229 (approx. per word bound = -3.993, relative change = 3.113e-05)
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## Completing Iteration 230 (approx. per word bound = -3.993, relative change = 2.991e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, turkey, clash, kurdish, say
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, turkey, troop
## Topic 6: kurdish, five, die, offici, peopl
## Topic 7: --, kill, turkish, soldier, turkey
## ....................................................................................................
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## Completing Iteration 231 (approx. per word bound = -3.993, relative change = 2.998e-05)
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## Completing Iteration 232 (approx. per word bound = -3.993, relative change = 2.975e-05)
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## Completing Iteration 233 (approx. per word bound = -3.993, relative change = 3.091e-05)
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## Completing Iteration 234 (approx. per word bound = -3.992, relative change = 3.230e-05)
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## Completing Iteration 235 (approx. per word bound = -3.992, relative change = 3.459e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, turkey, clash, kurdish, say
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, turkey, troop
## Topic 6: kurdish, five, die, offici, peopl
## Topic 7: --, kill, turkish, soldier, turkey
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## Completing Iteration 236 (approx. per word bound = -3.992, relative change = 3.917e-05)
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## Completing Iteration 237 (approx. per word bound = -3.992, relative change = 3.915e-05)
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## Completing Iteration 238 (approx. per word bound = -3.992, relative change = 3.871e-05)
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## Completing Iteration 239 (approx. per word bound = -3.992, relative change = 3.545e-05)
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## Completing Iteration 240 (approx. per word bound = -3.991, relative change = 4.181e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, kurdish, clash, turkey, say
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, kurd, turkey, troop
## Topic 6: kurdish, five, die, offici, peopl
## Topic 7: --, kill, turkish, soldier, turkey
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## Completing Iteration 241 (approx. per word bound = -3.991, relative change = 4.598e-05)
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## Completing Iteration 242 (approx. per word bound = -3.991, relative change = 4.874e-05)
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## Completing Iteration 243 (approx. per word bound = -3.991, relative change = 4.885e-05)
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## Completing Iteration 244 (approx. per word bound = -3.991, relative change = 4.720e-05)
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## Completing Iteration 245 (approx. per word bound = -3.991, relative change = 4.587e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, kurdish, clash, turkey, say
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, turkey, kurd, troop
## Topic 6: kurdish, five, die, offici, peopl
## Topic 7: --, kill, turkish, soldier, turkey
## ....................................................................................................
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## Completing Iteration 246 (approx. per word bound = -3.990, relative change = 4.517e-05)
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## Completing Iteration 247 (approx. per word bound = -3.990, relative change = 4.460e-05)
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## Completing Iteration 248 (approx. per word bound = -3.990, relative change = 4.388e-05)
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## Completing Iteration 249 (approx. per word bound = -3.990, relative change = 4.316e-05)
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## Completing Iteration 250 (approx. per word bound = -3.990, relative change = 4.204e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, kurdish, clash, turkey, say
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, turkey, kurd, troop
## Topic 6: kurdish, five, die, offici, peopl
## Topic 7: --, kill, turkish, turkey, soldier
## ....................................................................................................
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## Completing Iteration 251 (approx. per word bound = -3.989, relative change = 4.090e-05)
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## Completing Iteration 252 (approx. per word bound = -3.989, relative change = 3.963e-05)
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## Completing Iteration 253 (approx. per word bound = -3.989, relative change = 3.828e-05)
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## Completing Iteration 254 (approx. per word bound = -3.989, relative change = 3.717e-05)
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## Completing Iteration 255 (approx. per word bound = -3.989, relative change = 3.622e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, kurdish, clash, turkey, say
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, turkey, kurd, troop
## Topic 6: kurdish, five, offici, die, peopl
## Topic 7: --, kill, turkish, turkey, soldier
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## Completing Iteration 256 (approx. per word bound = -3.989, relative change = 3.571e-05)
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## Completing Iteration 257 (approx. per word bound = -3.989, relative change = 3.582e-05)
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## Completing Iteration 258 (approx. per word bound = -3.988, relative change = 3.706e-05)
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## Completing Iteration 259 (approx. per word bound = -3.988, relative change = 4.259e-05)
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## Completing Iteration 260 (approx. per word bound = -3.988, relative change = 6.151e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, kurdish, clash, say, turkey
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, turkey, kurd, troop
## Topic 6: kurdish, five, offici, die, peopl
## Topic 7: --, kill, turkish, turkey, soldier
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## Completing Iteration 261 (approx. per word bound = -3.988, relative change = 6.692e-05)
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## Completing Iteration 262 (approx. per word bound = -3.988, relative change = 3.924e-05)
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## Completing Iteration 263 (approx. per word bound = -3.987, relative change = 3.364e-05)
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## Completing Iteration 264 (approx. per word bound = -3.987, relative change = 3.261e-05)
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## Completing Iteration 265 (approx. per word bound = -3.987, relative change = 3.260e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, kurdish, clash, say, turkey
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, turkey, kurd, troop
## Topic 6: kurdish, five, offici, die, peopl
## Topic 7: --, kill, turkish, turkey, soldier
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## Completing Iteration 266 (approx. per word bound = -3.987, relative change = 3.352e-05)
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## Completing Iteration 267 (approx. per word bound = -3.987, relative change = 3.423e-05)
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## Completing Iteration 268 (approx. per word bound = -3.987, relative change = 3.556e-05)
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## Completing Iteration 269 (approx. per word bound = -3.987, relative change = 3.753e-05)
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## Completing Iteration 270 (approx. per word bound = -3.986, relative change = 4.024e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, kurdish, clash, say, kurd
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, turkey, kurd, troop
## Topic 6: kurdish, five, offici, die, peopl
## Topic 7: --, kill, turkish, turkey, soldier
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## Completing Iteration 271 (approx. per word bound = -3.986, relative change = 4.401e-05)
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## Completing Iteration 272 (approx. per word bound = -3.986, relative change = 4.841e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 273 (approx. per word bound = -3.986, relative change = 5.306e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 274 (approx. per word bound = -3.986, relative change = 5.785e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 275 (approx. per word bound = -3.985, relative change = 6.272e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, kurdish, clash, say, kurd
## Topic 3: --, milit, turkish, iraq, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, turkey, kurd, troop
## Topic 6: kurdish, five, offici, die, peopl
## Topic 7: --, kill, turkish, turkey, soldier
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 276 (approx. per word bound = -3.985, relative change = 6.452e-05)
## ....................................................................................................
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## Completing Iteration 277 (approx. per word bound = -3.985, relative change = 6.303e-05)
## ....................................................................................................
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## Completing Iteration 278 (approx. per word bound = -3.985, relative change = 5.980e-05)
## ....................................................................................................
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## Completing Iteration 279 (approx. per word bound = -3.984, relative change = 5.554e-05)
## ....................................................................................................
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## Completed M-Step.
## Completing Iteration 280 (approx. per word bound = -3.984, relative change = 5.053e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, kurdish, clash, kurd, say
## Topic 3: --, turkish, iraq, milit, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, turkey, kurd, troop
## Topic 6: kurdish, five, offici, peopl, die
## Topic 7: --, kill, turkish, turkey, soldier
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 281 (approx. per word bound = -3.984, relative change = 4.521e-05)
## ....................................................................................................
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## Completing Iteration 282 (approx. per word bound = -3.984, relative change = 4.085e-05)
## ....................................................................................................
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## Completing Iteration 283 (approx. per word bound = -3.984, relative change = 3.689e-05)
## ....................................................................................................
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## Completing Iteration 284 (approx. per word bound = -3.984, relative change = 3.320e-05)
## ....................................................................................................
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## Completing Iteration 285 (approx. per word bound = -3.984, relative change = 3.026e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, kurdish, clash, kurd, say
## Topic 3: --, turkish, iraq, milit, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, turkey, kurd, troop
## Topic 6: kurdish, five, offici, peopl, die
## Topic 7: --, kill, turkish, turkey, soldier
## ....................................................................................................
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## Completing Iteration 286 (approx. per word bound = -3.983, relative change = 2.783e-05)
## ....................................................................................................
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## Completing Iteration 287 (approx. per word bound = -3.983, relative change = 2.632e-05)
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## Completing Iteration 288 (approx. per word bound = -3.983, relative change = 2.554e-05)
## ....................................................................................................
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## Completing Iteration 289 (approx. per word bound = -3.983, relative change = 2.474e-05)
## ....................................................................................................
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## Completing Iteration 290 (approx. per word bound = -3.983, relative change = 2.437e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, kurdish, clash, kurd, say
## Topic 3: --, turkish, iraq, milit, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, turkey, kurd, troop
## Topic 6: kurdish, five, offici, peopl, die
## Topic 7: --, kill, turkish, turkey, soldier
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 291 (approx. per word bound = -3.983, relative change = 2.379e-05)
## ....................................................................................................
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## Completing Iteration 292 (approx. per word bound = -3.983, relative change = 2.314e-05)
## ....................................................................................................
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## Completing Iteration 293 (approx. per word bound = -3.983, relative change = 2.216e-05)
## ....................................................................................................
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## Completing Iteration 294 (approx. per word bound = -3.983, relative change = 2.328e-05)
## ....................................................................................................
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## Completing Iteration 295 (approx. per word bound = -3.983, relative change = 2.363e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, kurdish, clash, kurd, say
## Topic 3: --, turkish, iraq, milit, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, turkey, kurd, troop
## Topic 6: kurdish, five, offici, peopl, die
## Topic 7: --, kill, turkish, turkey, soldier
## ....................................................................................................
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## Completing Iteration 296 (approx. per word bound = -3.982, relative change = 3.388e-05)
## ....................................................................................................
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## Completing Iteration 297 (approx. per word bound = -3.982, relative change = 2.735e-05)
## ....................................................................................................
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## Completing Iteration 298 (approx. per word bound = -3.982, relative change = 2.521e-05)
## ....................................................................................................
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## Completing Iteration 299 (approx. per word bound = -3.982, relative change = 2.195e-05)
## ....................................................................................................
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## Completing Iteration 300 (approx. per word bound = -3.982, relative change = 1.888e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, kurdish, clash, kurd, say
## Topic 3: --, turkish, iraq, milit, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, turkey, kurd, troop
## Topic 6: kurdish, five, offici, peopl, die
## Topic 7: --, kill, turkish, turkey, soldier
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 301 (approx. per word bound = -3.982, relative change = 1.644e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 302 (approx. per word bound = -3.982, relative change = 1.509e-05)
## ....................................................................................................
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## Completing Iteration 303 (approx. per word bound = -3.982, relative change = 1.456e-05)
## ....................................................................................................
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## Completing Iteration 304 (approx. per word bound = -3.982, relative change = 1.402e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 305 (approx. per word bound = -3.982, relative change = 1.373e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, kurdish, clash, kurd, say
## Topic 3: --, turkish, iraq, milit, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, turkey, kurd, troop
## Topic 6: kurdish, five, offici, peopl, die
## Topic 7: --, kill, turkish, turkey, soldier
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 306 (approx. per word bound = -3.982, relative change = 1.379e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 307 (approx. per word bound = -3.982, relative change = 1.398e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 308 (approx. per word bound = -3.982, relative change = 1.411e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 309 (approx. per word bound = -3.982, relative change = 1.423e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 310 (approx. per word bound = -3.981, relative change = 1.429e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, kurdish, clash, kurd, say
## Topic 3: --, turkish, iraq, milit, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, turkey, kurd, turkish
## Topic 6: kurdish, five, offici, clash, peopl
## Topic 7: --, kill, turkish, turkey, soldier
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 311 (approx. per word bound = -3.981, relative change = 1.398e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 312 (approx. per word bound = -3.981, relative change = 1.381e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 313 (approx. per word bound = -3.981, relative change = 1.391e-05)
## ....................................................................................................
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## Completed M-Step.
## Completing Iteration 314 (approx. per word bound = -3.981, relative change = 1.378e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 315 (approx. per word bound = -3.981, relative change = 1.375e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, kurdish, clash, kurd, say
## Topic 3: --, turkish, iraq, milit, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, turkey, kurd, turkish
## Topic 6: kurdish, five, clash, offici, peopl
## Topic 7: --, kill, turkish, turkey, soldier
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 316 (approx. per word bound = -3.981, relative change = 1.339e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 317 (approx. per word bound = -3.981, relative change = 1.320e-05)
## ....................................................................................................
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## Completing Iteration 318 (approx. per word bound = -3.981, relative change = 1.285e-05)
## ....................................................................................................
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## Completed M-Step.
## Completing Iteration 319 (approx. per word bound = -3.981, relative change = 1.238e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 320 (approx. per word bound = -3.981, relative change = 1.231e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, kurdish, clash, kurd, say
## Topic 3: --, turkish, iraq, milit, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, turkey, kurd, turkish
## Topic 6: kurdish, five, clash, offici, peopl
## Topic 7: --, kill, turkish, turkey, soldier
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 321 (approx. per word bound = -3.981, relative change = 1.178e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 322 (approx. per word bound = -3.981, relative change = 1.134e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 323 (approx. per word bound = -3.981, relative change = 1.096e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 324 (approx. per word bound = -3.981, relative change = 1.060e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 325 (approx. per word bound = -3.981, relative change = 1.021e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, kurdish, clash, kurd, say
## Topic 3: --, turkish, iraq, milit, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, turkey, kurd, turkish
## Topic 6: kurdish, five, clash, offici, peopl
## Topic 7: --, kill, turkish, turkey, soldier
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 326 (approx. per word bound = -3.981, relative change = 1.018e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 327 (approx. per word bound = -3.981, relative change = 1.014e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 328 (approx. per word bound = -3.981, relative change = 1.019e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 329 (approx. per word bound = -3.981, relative change = 1.039e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 330 (approx. per word bound = -3.981, relative change = 1.068e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, kurdish, clash, kurd, say
## Topic 3: --, turkish, iraq, milit, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, turkey, kurd, turkish
## Topic 6: kurdish, five, clash, offici, peopl
## Topic 7: --, kill, turkish, turkey, soldier
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 331 (approx. per word bound = -3.980, relative change = 1.132e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 332 (approx. per word bound = -3.980, relative change = 1.177e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 333 (approx. per word bound = -3.980, relative change = 1.171e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 334 (approx. per word bound = -3.980, relative change = 1.112e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 335 (approx. per word bound = -3.980, relative change = 1.088e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, kurdish, clash, kurd, say
## Topic 3: --, turkish, iraq, milit, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, turkey, kurd, turkish
## Topic 6: kurdish, five, clash, offici, peopl
## Topic 7: --, kill, turkish, turkey, soldier
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 336 (approx. per word bound = -3.980, relative change = 1.047e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 337 (approx. per word bound = -3.980, relative change = 1.063e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 338 (approx. per word bound = -3.980, relative change = 1.025e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 339 (approx. per word bound = -3.980, relative change = 1.063e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 340 (approx. per word bound = -3.980, relative change = 1.055e-05)
## Topic 1: turkish, kill, ankara, terrorist, clash
## Topic 2: rebel, kurdish, clash, kurd, say
## Topic 3: --, turkish, iraq, milit, kill
## Topic 4: forc, --, defens, people’, peopl
## Topic 5: r, kill, turkey, kurd, turkish
## Topic 6: kurdish, five, clash, offici, peopl
## Topic 7: --, kill, turkish, turkey, soldier
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 341 (approx. per word bound = -3.980, relative change = 1.071e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ........
## Recovering initialization...
## ..................
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -5.089)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.795, relative change = 5.779e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.672, relative change = 2.573e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.605, relative change = 1.423e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.561, relative change = 9.698e-03)
## Topic 1: terrorist, clash, secur, attack, iraq
## Topic 2: turkish, two, anatolia, three, seven
## Topic 3: clash, people’, say, peopl, one
## Topic 4: kill, ankara, --, european, armi
## Topic 5: rebel, soldier, troop, pkk, milit
## Topic 6: --, forc, dead, guerrilla, attack
## Topic 7: r, kurdish, defens, violenc, leav
## Topic 8: turkey, kurd, r, kurdish, die
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.527, relative change = 7.459e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.499, relative change = 6.090e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.478, relative change = 4.609e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.463, relative change = 3.402e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.450, relative change = 2.865e-03)
## Topic 1: clash, terrorist, secur, attack, iraq
## Topic 2: turkish, two, anatolia, three, seven
## Topic 3: people’, say, peopl, one, militari
## Topic 4: kill, ankara, european, armi, --
## Topic 5: rebel, soldier, troop, pkk, milit
## Topic 6: --, forc, dead, guerrilla, offic
## Topic 7: r, kurdish, defens, violenc, leav
## Topic 8: turkey, kurd, r, die, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.438, relative change = 2.677e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.426, relative change = 2.711e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.414, relative change = 2.733e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.401, relative change = 2.965e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.387, relative change = 3.184e-03)
## Topic 1: clash, terrorist, secur, attack, iraq
## Topic 2: turkish, two, anatolia, three, seven
## Topic 3: people’, say, peopl, one, militari
## Topic 4: kill, ankara, european, armi, rebel
## Topic 5: rebel, soldier, troop, pkk, milit
## Topic 6: --, forc, defens, dead, offic
## Topic 7: kurdish, r, violenc, defens, guerrilla
## Topic 8: turkey, kurd, r, die, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.375, relative change = 2.697e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.366, relative change = 2.068e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.358, relative change = 1.894e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.350, relative change = 1.815e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.343, relative change = 1.564e-03)
## Topic 1: clash, terrorist, secur, attack, iraq
## Topic 2: turkish, two, anatolia, three, seven
## Topic 3: people’, peopl, say, one, militari
## Topic 4: kill, ankara, european, armi, forc
## Topic 5: rebel, soldier, troop, pkk, milit
## Topic 6: --, forc, defens, turk, terörist
## Topic 7: kurdish, r, violenc, guerrilla, leav
## Topic 8: turkey, kurd, r, say, dead
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.337, relative change = 1.422e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.331, relative change = 1.361e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.325, relative change = 1.361e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.319, relative change = 1.413e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.313, relative change = 1.463e-03)
## Topic 1: clash, terrorist, secur, attack, iraq
## Topic 2: turkish, two, anatolia, three, seven
## Topic 3: people’, peopl, one, militari, strike
## Topic 4: kill, ankara, forc, european, armi
## Topic 5: rebel, soldier, troop, milit, pkk
## Topic 6: --, forc, defens, people’, pkk
## Topic 7: kurdish, r, violenc, guerrilla, leav
## Topic 8: turkey, kurd, r, say, dead
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 26 (approx. per word bound = -4.306, relative change = 1.475e-03)
## ....................................................................................................
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## Completing Iteration 27 (approx. per word bound = -4.300, relative change = 1.524e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 28 (approx. per word bound = -4.293, relative change = 1.522e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 29 (approx. per word bound = -4.287, relative change = 1.522e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.280, relative change = 1.483e-03)
## Topic 1: clash, terrorist, secur, f, attack
## Topic 2: turkish, two, anatolia, three, seven
## Topic 3: peopl, iraq, militari, strike, air
## Topic 4: kill, ankara, forc, european, armi
## Topic 5: rebel, soldier, troop, milit, pkk
## Topic 6: --, forc, defens, people’, pkk
## Topic 7: kurdish, r, violenc, guerrilla, insurg
## Topic 8: turkey, kurd, r, say, dead
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 31 (approx. per word bound = -4.275, relative change = 1.377e-03)
## ....................................................................................................
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## Completing Iteration 32 (approx. per word bound = -4.269, relative change = 1.261e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 33 (approx. per word bound = -4.265, relative change = 1.059e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 34 (approx. per word bound = -4.261, relative change = 9.488e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.257, relative change = 8.759e-04)
## Topic 1: clash, terrorist, secur, f, four
## Topic 2: turkish, two, anatolia, three, seven
## Topic 3: iraq, milit, peopl, pkk, militari
## Topic 4: kill, ankara, forc, armi, one
## Topic 5: rebel, soldier, troop, attack, pkk
## Topic 6: --, forc, defens, people’, pkk
## Topic 7: kurdish, r, violenc, guerrilla, insurg
## Topic 8: turkey, kurd, r, say, dead
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 36 (approx. per word bound = -4.253, relative change = 8.321e-04)
## ....................................................................................................
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## Completing Iteration 37 (approx. per word bound = -4.250, relative change = 8.093e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 38 (approx. per word bound = -4.247, relative change = 7.939e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 39 (approx. per word bound = -4.243, relative change = 7.233e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 40 (approx. per word bound = -4.241, relative change = 6.257e-04)
## Topic 1: clash, terrorist, secur, f, four
## Topic 2: turkish, two, anatolia, three, seven
## Topic 3: milit, iraq, pkk, peopl, militari
## Topic 4: kill, ankara, forc, armi, one
## Topic 5: rebel, soldier, troop, attack, six
## Topic 6: --, forc, defens, people’, turk
## Topic 7: kurdish, r, violenc, guerrilla, peopl
## Topic 8: turkey, kurd, r, say, dead
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 41 (approx. per word bound = -4.238, relative change = 5.657e-04)
## ....................................................................................................
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## Completing Iteration 42 (approx. per word bound = -4.236, relative change = 5.564e-04)
## ....................................................................................................
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## Completing Iteration 43 (approx. per word bound = -4.234, relative change = 5.833e-04)
## ....................................................................................................
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## Completing Iteration 44 (approx. per word bound = -4.231, relative change = 6.163e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.228, relative change = 6.253e-04)
## Topic 1: clash, terrorist, secur, f, four
## Topic 2: turkish, two, anatolia, three, seven
## Topic 3: milit, pkk, iraq, peopl, militari
## Topic 4: kill, ankara, forc, one, armi
## Topic 5: rebel, soldier, troop, attack, european
## Topic 6: --, forc, defens, people’, turk
## Topic 7: kurdish, r, violenc, guerrilla, peopl
## Topic 8: turkey, kurd, r, say, dead
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 46 (approx. per word bound = -4.226, relative change = 6.345e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 47 (approx. per word bound = -4.223, relative change = 7.091e-04)
## ....................................................................................................
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## Completing Iteration 48 (approx. per word bound = -4.219, relative change = 8.503e-04)
## ....................................................................................................
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## Completing Iteration 49 (approx. per word bound = -4.215, relative change = 9.362e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.212, relative change = 7.551e-04)
## Topic 1: clash, terrorist, secur, f, ankara
## Topic 2: turkish, two, anatolia, three, seven
## Topic 3: milit, pkk, iraq, peopl, armi
## Topic 4: kill, ankara, forc, one, nine
## Topic 5: rebel, soldier, troop, attack, european
## Topic 6: --, forc, defens, people’, turk
## Topic 7: kurdish, r, violenc, guerrilla, peopl
## Topic 8: turkey, kurd, r, say, dead
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 51 (approx. per word bound = -4.209, relative change = 5.789e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -4.207, relative change = 5.413e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 53 (approx. per word bound = -4.205, relative change = 5.344e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 54 (approx. per word bound = -4.203, relative change = 5.271e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.201, relative change = 5.315e-04)
## Topic 1: clash, ankara, terrorist, secur, f
## Topic 2: turkish, two, anatolia, three, seven
## Topic 3: milit, pkk, iraq, peopl, armi
## Topic 4: kill, forc, ankara, nine, one
## Topic 5: rebel, soldier, troop, attack, european
## Topic 6: --, forc, defens, people’, turk
## Topic 7: kurdish, r, violenc, guerrilla, eight
## Topic 8: turkey, kurd, r, say, dead
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 56 (approx. per word bound = -4.198, relative change = 5.773e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -4.195, relative change = 6.376e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 58 (approx. per word bound = -4.193, relative change = 6.443e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 59 (approx. per word bound = -4.190, relative change = 6.337e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -4.188, relative change = 6.065e-04)
## Topic 1: clash, ankara, terrorist, secur, f
## Topic 2: turkish, two, anatolia, three, seven
## Topic 3: milit, pkk, iraq, bomb, peopl
## Topic 4: kill, forc, nine, one, ankara
## Topic 5: rebel, soldier, troop, attack, european
## Topic 6: --, forc, defens, people’, terörist
## Topic 7: kurdish, r, violenc, guerrilla, eight
## Topic 8: turkey, kurd, r, say, dead
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 61 (approx. per word bound = -4.185, relative change = 6.313e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 62 (approx. per word bound = -4.182, relative change = 6.706e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 63 (approx. per word bound = -4.179, relative change = 6.603e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 64 (approx. per word bound = -4.177, relative change = 6.441e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -4.174, relative change = 6.997e-04)
## Topic 1: clash, ankara, terrorist, secur, f
## Topic 2: turkish, two, anatolia, three, polic
## Topic 3: pkk, milit, iraq, bomb, --
## Topic 4: kill, forc, nine, eight, one
## Topic 5: rebel, soldier, attack, troop, european
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: kurdish, r, violenc, guerrilla, troop
## Topic 8: turkey, kurd, r, say, dead
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -4.170, relative change = 8.429e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -4.166, relative change = 1.065e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 68 (approx. per word bound = -4.160, relative change = 1.325e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 69 (approx. per word bound = -4.154, relative change = 1.568e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -4.147, relative change = 1.657e-03)
## Topic 1: ankara, clash, terrorist, secur, f
## Topic 2: turkish, two, anatolia, three, polic
## Topic 3: --, pkk, milit, iraq, kurdish
## Topic 4: kill, forc, nine, eight, one
## Topic 5: rebel, soldier, attack, troop, european
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: kurdish, r, troop, violenc, guerrilla
## Topic 8: turkey, kurd, r, say, dead
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -4.140, relative change = 1.539e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -4.135, relative change = 1.390e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 73 (approx. per word bound = -4.129, relative change = 1.299e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -4.125, relative change = 1.150e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -4.120, relative change = 1.013e-03)
## Topic 1: ankara, clash, terrorist, secur, f
## Topic 2: turkish, two, anatolia, three, polic
## Topic 3: --, pkk, milit, kurdish, iraq
## Topic 4: kill, forc, nine, eight, separatist
## Topic 5: rebel, soldier, attack, clash, european
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, kurdish, troop, violenc, guerrilla
## Topic 8: turkey, kurd, r, say, dead
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -4.117, relative change = 9.159e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -4.113, relative change = 8.489e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 78 (approx. per word bound = -4.110, relative change = 7.999e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -4.107, relative change = 7.702e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -4.103, relative change = 7.728e-04)
## Topic 1: ankara, terrorist, clash, secur, f
## Topic 2: turkish, two, anatolia, three, polic
## Topic 3: --, kurdish, pkk, milit, iraq
## Topic 4: kill, forc, nine, eight, separatist
## Topic 5: rebel, soldier, clash, attack, european
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, kurdish, troop, violenc, guerrilla
## Topic 8: turkey, kurd, rebel, r, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -4.100, relative change = 7.831e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 82 (approx. per word bound = -4.097, relative change = 7.759e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 83 (approx. per word bound = -4.094, relative change = 7.589e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 84 (approx. per word bound = -4.091, relative change = 7.093e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -4.089, relative change = 5.720e-04)
## Topic 1: ankara, terrorist, secur, clash, f
## Topic 2: turkish, two, anatolia, polic, three
## Topic 3: --, kurdish, pkk, milit, iraq
## Topic 4: kill, forc, nine, eight, separatist
## Topic 5: rebel, soldier, clash, attack, european
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, kurdish, troop, violenc, guerrilla
## Topic 8: turkey, kurd, rebel, r, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 86 (approx. per word bound = -4.087, relative change = 5.062e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 87 (approx. per word bound = -4.085, relative change = 4.742e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 88 (approx. per word bound = -4.083, relative change = 4.373e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 89 (approx. per word bound = -4.081, relative change = 4.312e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 90 (approx. per word bound = -4.080, relative change = 3.796e-04)
## Topic 1: ankara, terrorist, secur, clash, f
## Topic 2: turkish, two, anatolia, polic, seven
## Topic 3: --, kurdish, pkk, milit, turkey
## Topic 4: kill, forc, nine, eight, separatist
## Topic 5: soldier, rebel, clash, attack, three
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, kurdish, troop, violenc, guerrilla
## Topic 8: turkey, rebel, kurd, r, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 91 (approx. per word bound = -4.078, relative change = 3.249e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 92 (approx. per word bound = -4.077, relative change = 2.969e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 93 (approx. per word bound = -4.076, relative change = 2.871e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 94 (approx. per word bound = -4.075, relative change = 2.857e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -4.074, relative change = 2.911e-04)
## Topic 1: ankara, terrorist, secur, clash, f
## Topic 2: turkish, two, anatolia, polic, seven
## Topic 3: --, kurdish, pkk, milit, turkey
## Topic 4: kill, nine, eight, forc, separatist
## Topic 5: soldier, rebel, clash, attack, three
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, kurdish, troop, violenc, guerrilla
## Topic 8: turkey, rebel, kurd, r, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 96 (approx. per word bound = -4.072, relative change = 2.890e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 97 (approx. per word bound = -4.071, relative change = 3.454e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 98 (approx. per word bound = -4.069, relative change = 4.125e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 99 (approx. per word bound = -4.068, relative change = 3.085e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 100 (approx. per word bound = -4.067, relative change = 3.161e-04)
## Topic 1: ankara, terrorist, secur, clash, f
## Topic 2: turkish, two, anatolia, polic, seven
## Topic 3: --, pkk, milit, kurdish, turkey
## Topic 4: kill, nine, eight, forc, day
## Topic 5: soldier, rebel, clash, attack, kurdish
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, kurdish, troop, violenc, guerrilla
## Topic 8: turkey, rebel, kurd, say, r
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 101 (approx. per word bound = -4.065, relative change = 3.074e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 102 (approx. per word bound = -4.064, relative change = 2.645e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 103 (approx. per word bound = -4.063, relative change = 3.465e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 104 (approx. per word bound = -4.062, relative change = 3.636e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 105 (approx. per word bound = -4.060, relative change = 2.837e-04)
## Topic 1: ankara, terrorist, secur, clash, f
## Topic 2: turkish, two, anatolia, polic, seven
## Topic 3: --, pkk, milit, turkey, kurdish
## Topic 4: kill, nine, eight, forc, day
## Topic 5: soldier, kurdish, rebel, clash, attack
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, kurdish, troop, violenc, guerrilla
## Topic 8: turkey, rebel, kurd, say, r
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 106 (approx. per word bound = -4.059, relative change = 2.690e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 107 (approx. per word bound = -4.058, relative change = 3.026e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 108 (approx. per word bound = -4.057, relative change = 2.600e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 109 (approx. per word bound = -4.056, relative change = 2.318e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 110 (approx. per word bound = -4.055, relative change = 2.360e-04)
## Topic 1: ankara, terrorist, secur, clash, f
## Topic 2: turkish, two, anatolia, polic, seven
## Topic 3: --, pkk, milit, turkey, iraq
## Topic 4: kill, nine, eight, forc, day
## Topic 5: soldier, kurdish, rebel, attack, clash
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, kurdish, troop, violenc, guerrilla
## Topic 8: turkey, rebel, kurd, say, r
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 111 (approx. per word bound = -4.054, relative change = 2.304e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 112 (approx. per word bound = -4.053, relative change = 2.823e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 113 (approx. per word bound = -4.052, relative change = 2.573e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 114 (approx. per word bound = -4.051, relative change = 2.450e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 115 (approx. per word bound = -4.050, relative change = 2.521e-04)
## Topic 1: ankara, terrorist, secur, clash, turkish
## Topic 2: turkish, two, anatolia, polic, seven
## Topic 3: --, pkk, milit, turkey, iraq
## Topic 4: kill, nine, eight, day, villag
## Topic 5: soldier, kurdish, attack, clash, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, kurdish, troop, violenc, guerrilla
## Topic 8: turkey, rebel, kurd, say, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 116 (approx. per word bound = -4.049, relative change = 1.805e-04)
## ....................................................................................................
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## Completing Iteration 117 (approx. per word bound = -4.049, relative change = 1.818e-04)
## ....................................................................................................
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## Completing Iteration 118 (approx. per word bound = -4.048, relative change = 1.788e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 119 (approx. per word bound = -4.047, relative change = 1.790e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 120 (approx. per word bound = -4.046, relative change = 1.798e-04)
## Topic 1: ankara, terrorist, turkish, secur, clash
## Topic 2: turkish, two, anatolia, polic, seven
## Topic 3: --, pkk, turkey, milit, iraq
## Topic 4: kill, eight, nine, villag, day
## Topic 5: soldier, kurdish, attack, clash, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, kurdish, troop, violenc, turkey
## Topic 8: rebel, turkey, kurd, say, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 121 (approx. per word bound = -4.046, relative change = 1.793e-04)
## ....................................................................................................
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## Completing Iteration 122 (approx. per word bound = -4.045, relative change = 1.692e-04)
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## Completing Iteration 123 (approx. per word bound = -4.044, relative change = 1.627e-04)
## ....................................................................................................
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## Completing Iteration 124 (approx. per word bound = -4.044, relative change = 1.715e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 125 (approx. per word bound = -4.043, relative change = 1.811e-04)
## Topic 1: ankara, terrorist, turkish, secur, clash
## Topic 2: turkish, two, anatolia, polic, seven
## Topic 3: --, pkk, turkey, milit, iraq
## Topic 4: kill, eight, nine, villag, day
## Topic 5: soldier, kurdish, attack, clash, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, kurdish, troop, violenc, turkey
## Topic 8: rebel, turkey, kurd, say, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 126 (approx. per word bound = -4.042, relative change = 1.456e-04)
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## Completing Iteration 127 (approx. per word bound = -4.042, relative change = 1.414e-04)
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## Completing Iteration 128 (approx. per word bound = -4.041, relative change = 1.363e-04)
## ....................................................................................................
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## Completing Iteration 129 (approx. per word bound = -4.041, relative change = 1.368e-04)
## ....................................................................................................
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## Completing Iteration 130 (approx. per word bound = -4.040, relative change = 1.463e-04)
## Topic 1: ankara, terrorist, turkish, secur, clash
## Topic 2: turkish, two, polic, anatolia, three
## Topic 3: --, turkey, pkk, milit, iraq
## Topic 4: kill, eight, nine, villag, day
## Topic 5: soldier, kurdish, attack, clash, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, kurdish, troop, turkey, violenc
## Topic 8: rebel, turkey, kurd, say, r
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 131 (approx. per word bound = -4.039, relative change = 1.458e-04)
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## Completing Iteration 132 (approx. per word bound = -4.039, relative change = 1.335e-04)
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## Completing Iteration 133 (approx. per word bound = -4.038, relative change = 1.157e-04)
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## Completing Iteration 134 (approx. per word bound = -4.038, relative change = 1.101e-04)
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## Completed E-Step (0 seconds).
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## Completing Iteration 135 (approx. per word bound = -4.038, relative change = 1.064e-04)
## Topic 1: ankara, terrorist, turkish, secur, clash
## Topic 2: turkish, two, three, polic, seven
## Topic 3: --, turkey, pkk, milit, iraq
## Topic 4: kill, eight, nine, villag, day
## Topic 5: soldier, kurdish, attack, clash, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, kurdish, troop, turkey, violenc
## Topic 8: rebel, turkey, kurd, r, say
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 136 (approx. per word bound = -4.037, relative change = 1.055e-04)
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## Completing Iteration 137 (approx. per word bound = -4.037, relative change = 1.113e-04)
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## Completing Iteration 138 (approx. per word bound = -4.036, relative change = 1.244e-04)
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## Completing Iteration 139 (approx. per word bound = -4.035, relative change = 1.618e-04)
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## Completing Iteration 140 (approx. per word bound = -4.035, relative change = 1.442e-04)
## Topic 1: ankara, terrorist, turkish, secur, clash
## Topic 2: turkish, two, three, polic, seven
## Topic 3: --, turkey, pkk, milit, kill
## Topic 4: kill, eight, nine, villag, day
## Topic 5: soldier, kurdish, attack, clash, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, kurdish, troop, turkey, violenc
## Topic 8: rebel, turkey, kurd, r, say
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 141 (approx. per word bound = -4.034, relative change = 1.383e-04)
## ....................................................................................................
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## Completing Iteration 142 (approx. per word bound = -4.034, relative change = 1.564e-04)
## ....................................................................................................
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## Completing Iteration 143 (approx. per word bound = -4.033, relative change = 1.828e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 144 (approx. per word bound = -4.032, relative change = 1.953e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 145 (approx. per word bound = -4.032, relative change = 1.493e-04)
## Topic 1: ankara, terrorist, turkish, clash, secur
## Topic 2: turkish, two, three, seven, polic
## Topic 3: --, turkey, pkk, milit, kill
## Topic 4: kill, eight, nine, villag, day
## Topic 5: soldier, kurdish, attack, clash, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, kurdish, turkey, troop, violenc
## Topic 8: rebel, turkey, kurd, r, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 146 (approx. per word bound = -4.031, relative change = 1.379e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 147 (approx. per word bound = -4.031, relative change = 1.311e-04)
## ....................................................................................................
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## Completing Iteration 148 (approx. per word bound = -4.030, relative change = 1.185e-04)
## ....................................................................................................
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## Completing Iteration 149 (approx. per word bound = -4.030, relative change = 1.127e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 150 (approx. per word bound = -4.029, relative change = 1.197e-04)
## Topic 1: ankara, terrorist, turkish, clash, f
## Topic 2: turkish, two, three, seven, polic
## Topic 3: --, turkey, pkk, milit, kill
## Topic 4: kill, eight, nine, villag, day
## Topic 5: soldier, kurdish, attack, clash, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, kurdish, turkey, troop, violenc
## Topic 8: rebel, turkey, kurd, r, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 151 (approx. per word bound = -4.028, relative change = 1.668e-04)
## ....................................................................................................
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## Completing Iteration 152 (approx. per word bound = -4.027, relative change = 2.725e-04)
## ....................................................................................................
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## Completing Iteration 153 (approx. per word bound = -4.027, relative change = 1.332e-04)
## ....................................................................................................
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## Completing Iteration 154 (approx. per word bound = -4.026, relative change = 9.111e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 155 (approx. per word bound = -4.026, relative change = 9.154e-05)
## Topic 1: ankara, terrorist, turkish, clash, f
## Topic 2: turkish, two, three, secur, seven
## Topic 3: --, turkey, pkk, milit, kill
## Topic 4: kill, eight, nine, villag, forc
## Topic 5: soldier, kurdish, attack, clash, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, kurdish, turkey, troop, violenc
## Topic 8: rebel, turkey, kurd, r, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 156 (approx. per word bound = -4.026, relative change = 8.943e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 157 (approx. per word bound = -4.025, relative change = 9.389e-05)
## ....................................................................................................
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## Completing Iteration 158 (approx. per word bound = -4.025, relative change = 1.097e-04)
## ....................................................................................................
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## Completing Iteration 159 (approx. per word bound = -4.024, relative change = 1.129e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 160 (approx. per word bound = -4.024, relative change = 1.022e-04)
## Topic 1: ankara, terrorist, turkish, clash, f
## Topic 2: turkish, two, three, secur, seven
## Topic 3: --, turkey, pkk, milit, kill
## Topic 4: kill, eight, nine, villag, forc
## Topic 5: soldier, kurdish, attack, clash, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, kurdish, turkey, troop, violenc
## Topic 8: rebel, kurd, turkey, r, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 161 (approx. per word bound = -4.024, relative change = 1.058e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 162 (approx. per word bound = -4.023, relative change = 9.568e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 163 (approx. per word bound = -4.023, relative change = 8.958e-05)
## ....................................................................................................
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## Completing Iteration 164 (approx. per word bound = -4.022, relative change = 8.863e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 165 (approx. per word bound = -4.022, relative change = 8.858e-05)
## Topic 1: ankara, terrorist, turkish, clash, f
## Topic 2: turkish, two, three, secur, seven
## Topic 3: --, turkey, pkk, milit, kill
## Topic 4: kill, eight, nine, villag, forc
## Topic 5: soldier, kurdish, attack, clash, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, kurdish, turkey, troop, violenc
## Topic 8: rebel, kurd, turkey, r, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 166 (approx. per word bound = -4.022, relative change = 8.955e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 167 (approx. per word bound = -4.021, relative change = 9.112e-05)
## ....................................................................................................
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## Completing Iteration 168 (approx. per word bound = -4.021, relative change = 9.161e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 169 (approx. per word bound = -4.021, relative change = 9.032e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 170 (approx. per word bound = -4.020, relative change = 8.944e-05)
## Topic 1: ankara, terrorist, turkish, clash, f
## Topic 2: turkish, two, three, secur, seven
## Topic 3: --, turkey, pkk, milit, kill
## Topic 4: kill, eight, nine, forc, villag
## Topic 5: soldier, kurdish, attack, clash, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, kurdish, turkey, troop, violenc
## Topic 8: rebel, kurd, turkey, r, say
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 171 (approx. per word bound = -4.020, relative change = 9.172e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 172 (approx. per word bound = -4.020, relative change = 9.538e-05)
## ....................................................................................................
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## Completing Iteration 173 (approx. per word bound = -4.019, relative change = 1.001e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 174 (approx. per word bound = -4.019, relative change = 1.079e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 175 (approx. per word bound = -4.018, relative change = 1.151e-04)
## Topic 1: ankara, terrorist, turkish, clash, f
## Topic 2: turkish, two, three, secur, seven
## Topic 3: --, turkey, pkk, milit, kill
## Topic 4: kill, eight, nine, forc, villag
## Topic 5: soldier, kurdish, attack, clash, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, troop, violenc
## Topic 8: rebel, kurd, turkey, r, say
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 176 (approx. per word bound = -4.018, relative change = 1.171e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 177 (approx. per word bound = -4.017, relative change = 1.198e-04)
## ....................................................................................................
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## Completing Iteration 178 (approx. per word bound = -4.017, relative change = 1.180e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 179 (approx. per word bound = -4.016, relative change = 1.165e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 180 (approx. per word bound = -4.016, relative change = 1.165e-04)
## Topic 1: ankara, terrorist, turkish, clash, f
## Topic 2: turkish, two, three, secur, seven
## Topic 3: --, turkey, pkk, milit, kill
## Topic 4: kill, eight, nine, forc, villag
## Topic 5: soldier, kurdish, --, attack, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, troop, violenc
## Topic 8: rebel, kurd, turkey, r, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 181 (approx. per word bound = -4.015, relative change = 1.184e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 182 (approx. per word bound = -4.015, relative change = 1.198e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 183 (approx. per word bound = -4.014, relative change = 1.233e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 184 (approx. per word bound = -4.014, relative change = 1.340e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 185 (approx. per word bound = -4.013, relative change = 1.307e-04)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, two, three, secur, soldier
## Topic 3: --, turkey, pkk, milit, kill
## Topic 4: kill, eight, nine, forc, villag
## Topic 5: soldier, kurdish, --, attack, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, troop, violenc
## Topic 8: rebel, kurd, turkey, r, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 186 (approx. per word bound = -4.013, relative change = 1.359e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 187 (approx. per word bound = -4.012, relative change = 1.496e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 188 (approx. per word bound = -4.012, relative change = 1.367e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 189 (approx. per word bound = -4.011, relative change = 1.481e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 190 (approx. per word bound = -4.010, relative change = 1.526e-04)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, two, three, soldier, secur
## Topic 3: --, turkey, pkk, milit, kill
## Topic 4: kill, forc, eight, nine, villag
## Topic 5: --, kurdish, soldier, rebel, attack
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, troop, violenc
## Topic 8: rebel, kurd, turkey, r, say
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 191 (approx. per word bound = -4.010, relative change = 1.559e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 192 (approx. per word bound = -4.009, relative change = 1.616e-04)
## ....................................................................................................
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## Completing Iteration 193 (approx. per word bound = -4.009, relative change = 1.675e-04)
## ....................................................................................................
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## Completing Iteration 194 (approx. per word bound = -4.008, relative change = 1.695e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 195 (approx. per word bound = -4.007, relative change = 1.657e-04)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, two, soldier, three, secur
## Topic 3: --, pkk, milit, kill, turkey
## Topic 4: kill, forc, nine, eight, villag
## Topic 5: --, kurdish, soldier, rebel, attack
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, troop, violenc
## Topic 8: rebel, kurd, turkey, r, say
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 196 (approx. per word bound = -4.007, relative change = 1.555e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 197 (approx. per word bound = -4.006, relative change = 1.419e-04)
## ....................................................................................................
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## Completing Iteration 198 (approx. per word bound = -4.005, relative change = 1.291e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 199 (approx. per word bound = -4.005, relative change = 1.168e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 200 (approx. per word bound = -4.005, relative change = 1.058e-04)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, two, soldier, three, secur
## Topic 3: --, pkk, milit, kill, turkey
## Topic 4: kill, forc, nine, villag, eight
## Topic 5: --, kurdish, soldier, turkey, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, violenc, troop
## Topic 8: rebel, kurd, turkey, r, say
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 201 (approx. per word bound = -4.004, relative change = 9.599e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 202 (approx. per word bound = -4.004, relative change = 8.826e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 203 (approx. per word bound = -4.004, relative change = 8.103e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 204 (approx. per word bound = -4.003, relative change = 7.513e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 205 (approx. per word bound = -4.003, relative change = 7.165e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, two, soldier, three, secur
## Topic 3: --, pkk, milit, kill, iraq
## Topic 4: kill, forc, nine, villag, eight
## Topic 5: --, kurdish, turkey, soldier, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, violenc, troop
## Topic 8: rebel, kurd, turkey, r, say
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 206 (approx. per word bound = -4.003, relative change = 7.028e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 207 (approx. per word bound = -4.002, relative change = 6.931e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 208 (approx. per word bound = -4.002, relative change = 6.858e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 209 (approx. per word bound = -4.002, relative change = 6.754e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 210 (approx. per word bound = -4.002, relative change = 6.597e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, two, soldier, three, secur
## Topic 3: --, pkk, milit, kill, iraq
## Topic 4: kill, forc, nine, villag, day
## Topic 5: --, kurdish, turkey, soldier, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, violenc, troop
## Topic 8: rebel, kurd, r, turkey, say
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 211 (approx. per word bound = -4.001, relative change = 6.522e-05)
## ....................................................................................................
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## Completing Iteration 212 (approx. per word bound = -4.001, relative change = 6.652e-05)
## ....................................................................................................
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## Completing Iteration 213 (approx. per word bound = -4.001, relative change = 6.935e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 214 (approx. per word bound = -4.000, relative change = 7.094e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 215 (approx. per word bound = -4.000, relative change = 7.100e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, two, soldier, three, secur
## Topic 3: --, pkk, milit, kill, iraq
## Topic 4: kill, forc, nine, villag, day
## Topic 5: --, kurdish, turkey, rebel, soldier
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, violenc, troop
## Topic 8: rebel, kurd, r, turkey, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 216 (approx. per word bound = -4.000, relative change = 7.030e-05)
## ....................................................................................................
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## Completing Iteration 217 (approx. per word bound = -4.000, relative change = 6.697e-05)
## ....................................................................................................
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## Completing Iteration 218 (approx. per word bound = -3.999, relative change = 6.522e-05)
## ....................................................................................................
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## Completing Iteration 219 (approx. per word bound = -3.999, relative change = 6.630e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 220 (approx. per word bound = -3.999, relative change = 6.799e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, two, soldier, three, secur
## Topic 3: --, milit, pkk, kill, iraq
## Topic 4: kill, forc, nine, villag, four
## Topic 5: --, kurdish, turkey, rebel, attack
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, violenc, troop
## Topic 8: rebel, kurd, r, turkey, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 221 (approx. per word bound = -3.999, relative change = 6.882e-05)
## ....................................................................................................
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## Completing Iteration 222 (approx. per word bound = -3.998, relative change = 6.920e-05)
## ....................................................................................................
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## Completing Iteration 223 (approx. per word bound = -3.998, relative change = 7.007e-05)
## ....................................................................................................
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## Completing Iteration 224 (approx. per word bound = -3.998, relative change = 7.060e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 225 (approx. per word bound = -3.997, relative change = 7.118e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, two, soldier, three, secur
## Topic 3: --, milit, pkk, kill, iraq
## Topic 4: kill, forc, nine, four, villag
## Topic 5: --, kurdish, turkey, rebel, attack
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, violenc, troop
## Topic 8: rebel, kurd, r, turkey, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 226 (approx. per word bound = -3.997, relative change = 7.192e-05)
## ....................................................................................................
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## Completing Iteration 227 (approx. per word bound = -3.997, relative change = 7.269e-05)
## ....................................................................................................
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## Completing Iteration 228 (approx. per word bound = -3.997, relative change = 7.380e-05)
## ....................................................................................................
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## Completing Iteration 229 (approx. per word bound = -3.996, relative change = 7.478e-05)
## ....................................................................................................
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## Completing Iteration 230 (approx. per word bound = -3.996, relative change = 7.547e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, secur
## Topic 3: --, milit, pkk, kill, iraq
## Topic 4: kill, forc, four, nine, villag
## Topic 5: --, kurdish, turkey, attack, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, violenc, troop
## Topic 8: rebel, kurd, r, turkey, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 231 (approx. per word bound = -3.996, relative change = 7.648e-05)
## ....................................................................................................
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## Completing Iteration 232 (approx. per word bound = -3.995, relative change = 7.898e-05)
## ....................................................................................................
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## Completing Iteration 233 (approx. per word bound = -3.995, relative change = 8.556e-05)
## ....................................................................................................
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## Completing Iteration 234 (approx. per word bound = -3.995, relative change = 8.943e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 235 (approx. per word bound = -3.994, relative change = 8.549e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, secur
## Topic 3: --, milit, pkk, kill, iraq
## Topic 4: kill, forc, four, nine, villag
## Topic 5: --, kurdish, turkey, attack, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, violenc, troop
## Topic 8: rebel, kurd, r, turkey, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 236 (approx. per word bound = -3.994, relative change = 8.753e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 237 (approx. per word bound = -3.994, relative change = 9.174e-05)
## ....................................................................................................
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## Completing Iteration 238 (approx. per word bound = -3.993, relative change = 1.002e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 239 (approx. per word bound = -3.993, relative change = 1.092e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 240 (approx. per word bound = -3.992, relative change = 1.130e-04)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, secur
## Topic 3: --, milit, pkk, kill, iraq
## Topic 4: kill, four, forc, nine, villag
## Topic 5: --, kurdish, turkey, attack, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, violenc, troop
## Topic 8: rebel, kurd, r, turkey, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 241 (approx. per word bound = -3.992, relative change = 1.144e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 242 (approx. per word bound = -3.991, relative change = 1.175e-04)
## ....................................................................................................
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## Completing Iteration 243 (approx. per word bound = -3.991, relative change = 1.166e-04)
## ....................................................................................................
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## Completing Iteration 244 (approx. per word bound = -3.991, relative change = 1.044e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 245 (approx. per word bound = -3.990, relative change = 9.303e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, secur
## Topic 3: --, milit, pkk, kill, iraq
## Topic 4: kill, four, forc, nine, villag
## Topic 5: --, kurdish, turkey, attack, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, violenc, troop
## Topic 8: rebel, kurd, r, turkey, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 246 (approx. per word bound = -3.990, relative change = 8.792e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 247 (approx. per word bound = -3.989, relative change = 9.300e-05)
## ....................................................................................................
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## Completing Iteration 248 (approx. per word bound = -3.989, relative change = 1.047e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 249 (approx. per word bound = -3.989, relative change = 9.976e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 250 (approx. per word bound = -3.988, relative change = 8.665e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, secur
## Topic 3: --, milit, pkk, kill, iraq
## Topic 4: kill, forc, four, nine, villag
## Topic 5: --, turkey, kurdish, attack, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, violenc, troop
## Topic 8: rebel, kurd, r, turkey, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 251 (approx. per word bound = -3.988, relative change = 8.081e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 252 (approx. per word bound = -3.988, relative change = 7.981e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 253 (approx. per word bound = -3.987, relative change = 7.967e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 254 (approx. per word bound = -3.987, relative change = 7.913e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 255 (approx. per word bound = -3.987, relative change = 7.730e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, secur
## Topic 3: --, milit, pkk, kill, iraq
## Topic 4: kill, forc, four, nine, villag
## Topic 5: --, turkey, kurdish, attack, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, violenc, troop
## Topic 8: rebel, kurd, r, turkey, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 256 (approx. per word bound = -3.986, relative change = 7.491e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 257 (approx. per word bound = -3.986, relative change = 7.041e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 258 (approx. per word bound = -3.986, relative change = 6.618e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 259 (approx. per word bound = -3.986, relative change = 6.173e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 260 (approx. per word bound = -3.985, relative change = 5.833e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, secur
## Topic 3: --, milit, pkk, kill, iraq
## Topic 4: kill, forc, four, nine, villag
## Topic 5: --, turkey, kurdish, attack, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, violenc, troop
## Topic 8: rebel, kurd, r, turkey, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 261 (approx. per word bound = -3.985, relative change = 5.550e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 262 (approx. per word bound = -3.985, relative change = 5.267e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 263 (approx. per word bound = -3.985, relative change = 4.981e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 264 (approx. per word bound = -3.985, relative change = 4.714e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 265 (approx. per word bound = -3.984, relative change = 4.458e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, secur
## Topic 3: --, milit, pkk, kill, iraq
## Topic 4: kill, forc, four, nine, villag
## Topic 5: --, turkey, kurdish, attack, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, violenc, rebel
## Topic 8: rebel, r, kurd, turkey, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 266 (approx. per word bound = -3.984, relative change = 4.267e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 267 (approx. per word bound = -3.984, relative change = 4.035e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 268 (approx. per word bound = -3.984, relative change = 3.809e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 269 (approx. per word bound = -3.984, relative change = 3.663e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 270 (approx. per word bound = -3.984, relative change = 3.555e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, secur
## Topic 3: --, milit, pkk, kill, iraq
## Topic 4: kill, forc, four, nine, day
## Topic 5: --, turkey, kurdish, attack, kill
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, violenc, rebel
## Topic 8: rebel, r, kurd, turkey, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 271 (approx. per word bound = -3.983, relative change = 3.487e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 272 (approx. per word bound = -3.983, relative change = 3.422e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 273 (approx. per word bound = -3.983, relative change = 3.375e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 274 (approx. per word bound = -3.983, relative change = 3.301e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 275 (approx. per word bound = -3.983, relative change = 3.333e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, offic
## Topic 3: --, milit, pkk, kill, iraq
## Topic 4: kill, forc, four, nine, armi
## Topic 5: --, turkey, kurdish, attack, kill
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, violenc, rebel
## Topic 8: rebel, r, kurd, turkey, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 276 (approx. per word bound = -3.983, relative change = 3.397e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 277 (approx. per word bound = -3.983, relative change = 3.547e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 278 (approx. per word bound = -3.982, relative change = 3.753e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 279 (approx. per word bound = -3.982, relative change = 4.002e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 280 (approx. per word bound = -3.982, relative change = 4.295e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, offic
## Topic 3: --, milit, pkk, kill, turkish
## Topic 4: kill, forc, nine, four, armi
## Topic 5: --, turkey, kurdish, attack, kill
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, violenc, rebel
## Topic 8: rebel, r, kurd, turkey, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 281 (approx. per word bound = -3.982, relative change = 4.529e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 282 (approx. per word bound = -3.982, relative change = 4.513e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 283 (approx. per word bound = -3.982, relative change = 4.149e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 284 (approx. per word bound = -3.981, relative change = 3.712e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 285 (approx. per word bound = -3.981, relative change = 3.418e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, kill, pkk, turkish
## Topic 4: kill, forc, nine, four, armi
## Topic 5: --, turkey, kurdish, attack, kill
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, violenc, rebel
## Topic 8: rebel, r, kurd, turkey, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 286 (approx. per word bound = -3.981, relative change = 3.368e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 287 (approx. per word bound = -3.981, relative change = 3.976e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 288 (approx. per word bound = -3.981, relative change = 4.023e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 289 (approx. per word bound = -3.981, relative change = 2.947e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 290 (approx. per word bound = -3.981, relative change = 2.701e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, kill, pkk, turkish
## Topic 4: kill, forc, nine, four, armi
## Topic 5: --, turkey, kurdish, attack, kill
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, violenc, rebel
## Topic 8: rebel, r, kurd, turkey, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 291 (approx. per word bound = -3.981, relative change = 2.633e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 292 (approx. per word bound = -3.980, relative change = 2.681e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 293 (approx. per word bound = -3.980, relative change = 2.833e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 294 (approx. per word bound = -3.980, relative change = 3.104e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 295 (approx. per word bound = -3.980, relative change = 3.093e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, kill, pkk, turkish
## Topic 4: kill, forc, nine, four, armi
## Topic 5: --, turkey, kurdish, attack, kill
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, violenc, rebel
## Topic 8: rebel, r, kurd, turkey, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 296 (approx. per word bound = -3.980, relative change = 2.846e-05)
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## Completing Iteration 297 (approx. per word bound = -3.980, relative change = 2.683e-05)
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## Completing Iteration 298 (approx. per word bound = -3.980, relative change = 2.669e-05)
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## Completing Iteration 299 (approx. per word bound = -3.980, relative change = 2.632e-05)
## ....................................................................................................
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## Completing Iteration 300 (approx. per word bound = -3.980, relative change = 2.644e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, kill, pkk, turkish
## Topic 4: kill, forc, nine, four, armi
## Topic 5: --, turkey, kurdish, attack, kill
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, rebel, violenc
## Topic 8: rebel, r, kurd, turkey, kurdish
## ....................................................................................................
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## Completing Iteration 301 (approx. per word bound = -3.979, relative change = 2.676e-05)
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## Completing Iteration 302 (approx. per word bound = -3.979, relative change = 2.731e-05)
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## Completing Iteration 303 (approx. per word bound = -3.979, relative change = 2.745e-05)
## ....................................................................................................
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## Completing Iteration 304 (approx. per word bound = -3.979, relative change = 2.704e-05)
## ....................................................................................................
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## Completing Iteration 305 (approx. per word bound = -3.979, relative change = 2.606e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, kill, pkk, turkish
## Topic 4: kill, forc, nine, four, armi
## Topic 5: --, turkey, kurdish, attack, kill
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, rebel, violenc
## Topic 8: rebel, r, turkey, kurd, kurdish
## ....................................................................................................
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## Completing Iteration 306 (approx. per word bound = -3.979, relative change = 2.533e-05)
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## Completing Iteration 307 (approx. per word bound = -3.979, relative change = 2.438e-05)
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## Completing Iteration 308 (approx. per word bound = -3.979, relative change = 2.413e-05)
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## Completing Iteration 309 (approx. per word bound = -3.979, relative change = 2.386e-05)
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## Completing Iteration 310 (approx. per word bound = -3.979, relative change = 2.376e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, kill, pkk, turkish
## Topic 4: kill, forc, nine, four, armi
## Topic 5: --, turkey, kurdish, kill, attack
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, rebel, violenc
## Topic 8: rebel, r, turkey, kurd, kurdish
## ....................................................................................................
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## Completing Iteration 311 (approx. per word bound = -3.978, relative change = 2.373e-05)
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## Completing Iteration 312 (approx. per word bound = -3.978, relative change = 2.387e-05)
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## Completing Iteration 313 (approx. per word bound = -3.978, relative change = 2.452e-05)
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## Completing Iteration 314 (approx. per word bound = -3.978, relative change = 2.522e-05)
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## Completing Iteration 315 (approx. per word bound = -3.978, relative change = 2.569e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, kill, pkk, turkish
## Topic 4: kill, forc, nine, armi, day
## Topic 5: --, turkey, kurdish, kill, attack
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, rebel, violenc
## Topic 8: rebel, r, turkey, kurd, kurdish
## ....................................................................................................
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## Completing Iteration 316 (approx. per word bound = -3.978, relative change = 2.728e-05)
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## Completing Iteration 317 (approx. per word bound = -3.978, relative change = 3.052e-05)
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## Completing Iteration 318 (approx. per word bound = -3.978, relative change = 3.110e-05)
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## Completing Iteration 319 (approx. per word bound = -3.978, relative change = 3.044e-05)
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## Completing Iteration 320 (approx. per word bound = -3.977, relative change = 3.113e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, kill, turkish, pkk
## Topic 4: kill, forc, nine, armi, day
## Topic 5: --, turkey, kurdish, kill, attack
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, rebel, kurd
## Topic 8: rebel, r, turkey, kurd, kurdish
## ....................................................................................................
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## Completing Iteration 321 (approx. per word bound = -3.977, relative change = 3.119e-05)
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## Completing Iteration 322 (approx. per word bound = -3.977, relative change = 3.139e-05)
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## Completing Iteration 323 (approx. per word bound = -3.977, relative change = 3.238e-05)
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## Completing Iteration 324 (approx. per word bound = -3.977, relative change = 3.445e-05)
## ....................................................................................................
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## Completing Iteration 325 (approx. per word bound = -3.977, relative change = 3.753e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, kill, turkish, pkk
## Topic 4: kill, forc, nine, day, armi
## Topic 5: --, turkey, kurdish, kill, attack
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, rebel, kurd
## Topic 8: rebel, r, turkey, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 326 (approx. per word bound = -3.977, relative change = 4.106e-05)
## ....................................................................................................
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## Completing Iteration 327 (approx. per word bound = -3.976, relative change = 4.378e-05)
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## Completing Iteration 328 (approx. per word bound = -3.976, relative change = 4.389e-05)
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## Completing Iteration 329 (approx. per word bound = -3.976, relative change = 3.982e-05)
## ....................................................................................................
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## Completing Iteration 330 (approx. per word bound = -3.976, relative change = 3.498e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, kill, turkish, pkk
## Topic 4: kill, forc, nine, day, armi
## Topic 5: --, turkey, kurdish, kill, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, rebel, kurd
## Topic 8: rebel, r, turkey, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 331 (approx. per word bound = -3.976, relative change = 3.044e-05)
## ....................................................................................................
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## Completing Iteration 332 (approx. per word bound = -3.976, relative change = 2.728e-05)
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## Completing Iteration 333 (approx. per word bound = -3.976, relative change = 2.512e-05)
## ....................................................................................................
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## Completing Iteration 334 (approx. per word bound = -3.976, relative change = 2.333e-05)
## ....................................................................................................
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## Completing Iteration 335 (approx. per word bound = -3.975, relative change = 2.201e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, kill, turkish, pkk
## Topic 4: kill, forc, nine, day, armi
## Topic 5: --, turkey, kurdish, kill, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, rebel, kurd
## Topic 8: rebel, r, turkey, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 336 (approx. per word bound = -3.975, relative change = 2.116e-05)
## ....................................................................................................
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## Completing Iteration 337 (approx. per word bound = -3.975, relative change = 2.023e-05)
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## Completing Iteration 338 (approx. per word bound = -3.975, relative change = 1.970e-05)
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## Completing Iteration 339 (approx. per word bound = -3.975, relative change = 1.938e-05)
## ....................................................................................................
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## Completed M-Step.
## Completing Iteration 340 (approx. per word bound = -3.975, relative change = 1.912e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, kill, turkish, pkk
## Topic 4: kill, forc, nine, day, armi
## Topic 5: --, turkey, kurdish, kill, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, rebel, kurd
## Topic 8: rebel, r, turkey, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 341 (approx. per word bound = -3.975, relative change = 1.912e-05)
## ....................................................................................................
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## Completing Iteration 342 (approx. per word bound = -3.975, relative change = 1.902e-05)
## ....................................................................................................
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## Completing Iteration 343 (approx. per word bound = -3.975, relative change = 1.900e-05)
## ....................................................................................................
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## Completing Iteration 344 (approx. per word bound = -3.975, relative change = 1.879e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 345 (approx. per word bound = -3.975, relative change = 1.897e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, kill, turkish, pkk
## Topic 4: kill, forc, nine, day, armi
## Topic 5: --, turkey, kurdish, kill, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, rebel, kurd
## Topic 8: rebel, r, turkey, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 346 (approx. per word bound = -3.975, relative change = 1.895e-05)
## ....................................................................................................
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## Completing Iteration 347 (approx. per word bound = -3.975, relative change = 1.897e-05)
## ....................................................................................................
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## Completing Iteration 348 (approx. per word bound = -3.974, relative change = 1.921e-05)
## ....................................................................................................
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## Completing Iteration 349 (approx. per word bound = -3.974, relative change = 1.922e-05)
## ....................................................................................................
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## Completed M-Step.
## Completing Iteration 350 (approx. per word bound = -3.974, relative change = 1.923e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, kill, turkish, pkk
## Topic 4: kill, forc, nine, day, armi
## Topic 5: --, turkey, kurdish, kill, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, rebel, kurd
## Topic 8: rebel, r, turkey, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 351 (approx. per word bound = -3.974, relative change = 1.997e-05)
## ....................................................................................................
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## Completing Iteration 352 (approx. per word bound = -3.974, relative change = 2.069e-05)
## ....................................................................................................
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## Completing Iteration 353 (approx. per word bound = -3.974, relative change = 2.163e-05)
## ....................................................................................................
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## Completing Iteration 354 (approx. per word bound = -3.974, relative change = 2.270e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 355 (approx. per word bound = -3.974, relative change = 2.382e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, kill, turkish, pkk
## Topic 4: kill, forc, nine, six, day
## Topic 5: --, turkey, kurdish, kill, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, rebel, kurd
## Topic 8: rebel, r, turkey, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 356 (approx. per word bound = -3.974, relative change = 2.441e-05)
## ....................................................................................................
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## Completing Iteration 357 (approx. per word bound = -3.974, relative change = 2.499e-05)
## ....................................................................................................
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## Completing Iteration 358 (approx. per word bound = -3.974, relative change = 2.527e-05)
## ....................................................................................................
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## Completing Iteration 359 (approx. per word bound = -3.973, relative change = 2.601e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 360 (approx. per word bound = -3.973, relative change = 2.839e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, kill, turkish, pkk
## Topic 4: kill, forc, nine, six, day
## Topic 5: --, turkey, kurdish, kill, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, rebel, kurd
## Topic 8: rebel, r, turkey, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 361 (approx. per word bound = -3.973, relative change = 3.208e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 362 (approx. per word bound = -3.973, relative change = 3.212e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 363 (approx. per word bound = -3.973, relative change = 2.695e-05)
## ....................................................................................................
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## Completing Iteration 364 (approx. per word bound = -3.973, relative change = 2.425e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 365 (approx. per word bound = -3.973, relative change = 2.252e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, kill, turkish, pkk
## Topic 4: kill, forc, nine, six, day
## Topic 5: --, turkey, kurdish, kill, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, rebel, kurd
## Topic 8: rebel, r, turkey, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 366 (approx. per word bound = -3.973, relative change = 2.132e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 367 (approx. per word bound = -3.973, relative change = 2.036e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 368 (approx. per word bound = -3.973, relative change = 1.977e-05)
## ....................................................................................................
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## Completing Iteration 369 (approx. per word bound = -3.972, relative change = 1.930e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 370 (approx. per word bound = -3.972, relative change = 1.923e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, kill, turkish, pkk
## Topic 4: kill, forc, nine, six, day
## Topic 5: --, turkey, kurdish, kill, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, rebel, kurd
## Topic 8: rebel, r, turkey, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 371 (approx. per word bound = -3.972, relative change = 1.943e-05)
## ....................................................................................................
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## Completing Iteration 372 (approx. per word bound = -3.972, relative change = 1.966e-05)
## ....................................................................................................
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## Completing Iteration 373 (approx. per word bound = -3.972, relative change = 2.016e-05)
## ....................................................................................................
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## Completing Iteration 374 (approx. per word bound = -3.972, relative change = 2.039e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 375 (approx. per word bound = -3.972, relative change = 2.026e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, kill, turkish, pkk
## Topic 4: kill, forc, nine, six, day
## Topic 5: --, turkey, kurdish, kill, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, rebel, kurd
## Topic 8: rebel, r, turkey, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 376 (approx. per word bound = -3.972, relative change = 2.015e-05)
## ....................................................................................................
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## Completing Iteration 377 (approx. per word bound = -3.972, relative change = 1.956e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 378 (approx. per word bound = -3.972, relative change = 1.886e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 379 (approx. per word bound = -3.972, relative change = 1.808e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 380 (approx. per word bound = -3.972, relative change = 1.778e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, kill, turkish, pkk
## Topic 4: kill, forc, nine, six, day
## Topic 5: --, turkey, kurdish, kill, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, rebel, kurd
## Topic 8: rebel, r, turkey, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 381 (approx. per word bound = -3.972, relative change = 1.808e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 382 (approx. per word bound = -3.971, relative change = 1.975e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 383 (approx. per word bound = -3.971, relative change = 2.308e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 384 (approx. per word bound = -3.971, relative change = 2.732e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 385 (approx. per word bound = -3.971, relative change = 2.925e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, turkish, kill, pkk
## Topic 4: kill, forc, nine, six, day
## Topic 5: --, turkey, kurdish, kill, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, rebel, kurd
## Topic 8: rebel, r, turkey, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 386 (approx. per word bound = -3.971, relative change = 2.583e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 387 (approx. per word bound = -3.971, relative change = 2.180e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 388 (approx. per word bound = -3.971, relative change = 1.998e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 389 (approx. per word bound = -3.971, relative change = 1.910e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 390 (approx. per word bound = -3.971, relative change = 1.866e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, turkish, kill, pkk
## Topic 4: kill, forc, nine, six, day
## Topic 5: --, turkey, kurdish, kill, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, rebel, kurd
## Topic 8: rebel, r, turkey, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 391 (approx. per word bound = -3.971, relative change = 1.816e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 392 (approx. per word bound = -3.971, relative change = 1.787e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 393 (approx. per word bound = -3.971, relative change = 1.795e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 394 (approx. per word bound = -3.970, relative change = 1.780e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 395 (approx. per word bound = -3.970, relative change = 1.729e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, turkish, kill, pkk
## Topic 4: kill, forc, nine, six, day
## Topic 5: --, turkey, kurdish, kill, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, rebel, kurd
## Topic 8: rebel, r, turkey, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 396 (approx. per word bound = -3.970, relative change = 1.743e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 397 (approx. per word bound = -3.970, relative change = 2.329e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 398 (approx. per word bound = -3.970, relative change = 1.718e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 399 (approx. per word bound = -3.970, relative change = 1.268e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 400 (approx. per word bound = -3.970, relative change = 1.117e-05)
## Topic 1: ankara, turkish, terrorist, clash, f
## Topic 2: turkish, soldier, two, three, four
## Topic 3: --, milit, turkish, kill, pkk
## Topic 4: kill, forc, nine, six, day
## Topic 5: --, turkey, kurdish, kill, rebel
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: r, turkey, kurdish, rebel, kurd
## Topic 8: rebel, r, turkey, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 401 (approx. per word bound = -3.970, relative change = 1.035e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 402 (approx. per word bound = -3.970, relative change = 1.018e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## .........
## Recovering initialization...
## ..................
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -5.254)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.746, relative change = 9.676e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.613, relative change = 2.802e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.549, relative change = 1.391e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.505, relative change = 9.479e-03)
## Topic 1: r, rebel, kurdish, ankara, terrorist
## Topic 2: five, die, turk, violenc, eur
## Topic 3: turkish, turkey, attack, two, jun
## Topic 4: european, dead, peopl, eight, cr
## Topic 5: soldier, pkk, seven, turkish, strike
## Topic 6: forc, people’, anatolia, iraq, terrorist
## Topic 7: defens, milit, four, six, wound
## Topic 8: troop, secur, armi, eleven, airstrik
## Topic 9: kill, --, kurd, clash, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.474, relative change = 7.054e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.450, relative change = 5.347e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.431, relative change = 4.170e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.414, relative change = 3.780e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.399, relative change = 3.565e-03)
## Topic 1: r, rebel, kurdish, ankara, terrorist
## Topic 2: five, violenc, die, turk, eur
## Topic 3: turkish, turkey, attack, two, jun
## Topic 4: --, european, dead, peopl, eight
## Topic 5: soldier, pkk, kurdish, seven, strike
## Topic 6: forc, people’, anatolia, iraq, etkisiz
## Topic 7: defens, milit, four, six, wound
## Topic 8: troop, secur, armi, eleven, airstrik
## Topic 9: kill, --, kurd, clash, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.384, relative change = 3.440e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.369, relative change = 3.435e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.354, relative change = 3.432e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.339, relative change = 3.245e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.326, relative change = 3.004e-03)
## Topic 1: r, rebel, ankara, kurdish, terrorist
## Topic 2: violenc, five, die, turk, eur
## Topic 3: turkish, turkey, two, attack, fight
## Topic 4: --, european, dead, peopl, eight
## Topic 5: soldier, kurdish, pkk, seven, strike
## Topic 6: forc, --, people’, anatolia, iraq
## Topic 7: defens, milit, six, four, iraqi
## Topic 8: troop, secur, armi, eleven, six
## Topic 9: kill, --, kurd, clash, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.314, relative change = 2.884e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.302, relative change = 2.667e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.292, relative change = 2.309e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.284, relative change = 2.057e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.275, relative change = 2.055e-03)
## Topic 1: r, rebel, ankara, kurdish, terrorist
## Topic 2: violenc, five, die, eur, turk
## Topic 3: turkish, turkey, two, attack, fight
## Topic 4: --, european, dead, peopl, eight
## Topic 5: soldier, kurdish, pkk, seven, strike
## Topic 6: forc, --, people’, anatolia, iraq
## Topic 7: defens, milit, --, iraqi, armi
## Topic 8: troop, secur, six, armi, eleven
## Topic 9: kill, kurd, clash, say, --
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.265, relative change = 2.271e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.255, relative change = 2.471e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.244, relative change = 2.393e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.236, relative change = 2.074e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.228, relative change = 1.731e-03)
## Topic 1: r, rebel, ankara, kurdish, terrorist
## Topic 2: violenc, five, die, eur, turk
## Topic 3: turkish, turkey, two, attack, fight
## Topic 4: --, european, dead, peopl, eight
## Topic 5: soldier, kurdish, pkk, iraq, turkish
## Topic 6: forc, --, defens, people’, anatolia
## Topic 7: --, milit, armi, iraqi, pkk
## Topic 8: troop, secur, six, armi, eleven
## Topic 9: kill, kurd, clash, say, f
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.222, relative change = 1.538e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.215, relative change = 1.486e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.210, relative change = 1.348e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.204, relative change = 1.280e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.199, relative change = 1.277e-03)
## Topic 1: r, rebel, ankara, kurdish, terrorist
## Topic 2: violenc, five, die, eur, turk
## Topic 3: turkish, turkey, two, attack, fight
## Topic 4: --, european, dead, peopl, eight
## Topic 5: kurdish, soldier, pkk, turkish, strike
## Topic 6: forc, defens, --, people’, anatolia
## Topic 7: --, milit, iraq, pkk, armi
## Topic 8: troop, secur, six, armi, eleven
## Topic 9: kill, kurd, clash, say, f
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.193, relative change = 1.383e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.187, relative change = 1.485e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.181, relative change = 1.497e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.175, relative change = 1.293e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.171, relative change = 1.025e-03)
## Topic 1: r, rebel, ankara, terrorist, kurdish
## Topic 2: violenc, five, die, eur, turk
## Topic 3: turkish, turkey, two, attack, fight
## Topic 4: --, european, peopl, dead, roj
## Topic 5: kurdish, soldier, pkk, turkish, bomb
## Topic 6: forc, defens, --, people’, turk
## Topic 7: --, milit, iraq, pkk, armi
## Topic 8: troop, secur, six, armi, eleven
## Topic 9: kill, kurd, clash, say, f
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.167, relative change = 8.836e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.164, relative change = 7.886e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.161, relative change = 7.149e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.158, relative change = 6.684e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.156, relative change = 6.173e-04)
## Topic 1: r, rebel, ankara, terrorist, kurdish
## Topic 2: violenc, five, die, turk, eur
## Topic 3: turkish, turkey, two, attack, fight
## Topic 4: --, european, peopl, dead, roj
## Topic 5: kurdish, soldier, attack, pkk, bomb
## Topic 6: forc, defens, --, people’, terörist
## Topic 7: --, milit, iraq, pkk, armi
## Topic 8: troop, secur, six, eleven, armi
## Topic 9: kill, kurd, clash, say, f
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.153, relative change = 5.495e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.151, relative change = 5.359e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.149, relative change = 5.115e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -4.147, relative change = 5.078e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.145, relative change = 4.985e-04)
## Topic 1: r, rebel, ankara, terrorist, kurdish
## Topic 2: violenc, five, die, eight, turk
## Topic 3: turkish, turkey, two, fight, attack
## Topic 4: --, european, peopl, dead, one
## Topic 5: kurdish, soldier, attack, pkk, bomb
## Topic 6: forc, defens, --, people’, terörist
## Topic 7: --, milit, iraq, pkk, armi
## Topic 8: troop, secur, six, eleven, armi
## Topic 9: kill, clash, kurd, say, f
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.143, relative change = 4.783e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.141, relative change = 4.595e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -4.139, relative change = 4.545e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -4.137, relative change = 4.939e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.135, relative change = 6.182e-04)
## Topic 1: r, rebel, ankara, terrorist, kurdish
## Topic 2: violenc, five, die, eight, turk
## Topic 3: turkish, turkey, two, fight, member
## Topic 4: --, european, peopl, one, dead
## Topic 5: kurdish, soldier, attack, pkk, bomb
## Topic 6: forc, defens, --, people’, terörist
## Topic 7: --, milit, iraq, pkk, strike
## Topic 8: troop, secur, six, eleven, armi
## Topic 9: kill, clash, kurd, say, f
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -4.131, relative change = 7.623e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -4.128, relative change = 7.626e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -4.125, relative change = 6.739e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -4.123, relative change = 6.070e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.121, relative change = 5.141e-04)
## Topic 1: r, rebel, ankara, terrorist, kurdish
## Topic 2: violenc, five, die, eight, turk
## Topic 3: turkish, turkey, two, fight, member
## Topic 4: --, european, peopl, rebel, one
## Topic 5: kurdish, soldier, attack, pkk, bomb
## Topic 6: forc, defens, --, people’, terörist
## Topic 7: --, milit, iraq, pkk, turkish
## Topic 8: troop, secur, six, eleven, oper
## Topic 9: kill, clash, kurd, say, f
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -4.119, relative change = 4.382e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -4.117, relative change = 3.891e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -4.116, relative change = 3.437e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -4.115, relative change = 3.253e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -4.113, relative change = 2.975e-04)
## Topic 1: r, rebel, ankara, terrorist, kurdish
## Topic 2: violenc, five, eight, die, turk
## Topic 3: turkish, turkey, two, fight, member
## Topic 4: --, european, peopl, rebel, one
## Topic 5: kurdish, soldier, attack, pkk, three
## Topic 6: forc, defens, --, people’, terörist
## Topic 7: --, milit, iraq, pkk, turkish
## Topic 8: troop, secur, six, oper, eleven
## Topic 9: kill, clash, kurd, say, f
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -4.112, relative change = 2.905e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -4.111, relative change = 2.780e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -4.110, relative change = 2.566e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -4.109, relative change = 2.645e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -4.108, relative change = 3.557e-04)
## Topic 1: r, rebel, ankara, terrorist, kurdish
## Topic 2: violenc, five, eight, die, turk
## Topic 3: turkish, turkey, two, fight, member
## Topic 4: --, european, peopl, rebel, one
## Topic 5: kurdish, soldier, attack, three, pkk
## Topic 6: forc, defens, --, people’, terörist
## Topic 7: --, milit, iraq, pkk, turkish
## Topic 8: troop, secur, six, oper, eleven
## Topic 9: kill, clash, kurd, say, f
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -4.106, relative change = 2.746e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -4.106, relative change = 1.999e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -4.105, relative change = 1.939e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -4.104, relative change = 2.191e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -4.103, relative change = 2.220e-04)
## Topic 1: r, rebel, ankara, terrorist, kurdish
## Topic 2: violenc, five, eight, die, turk
## Topic 3: turkish, turkey, two, fight, member
## Topic 4: --, european, peopl, rebel, one
## Topic 5: kurdish, soldier, attack, two, three
## Topic 6: forc, defens, --, people’, terörist
## Topic 7: --, milit, pkk, iraq, turkish
## Topic 8: troop, secur, six, forc, oper
## Topic 9: kill, clash, kurd, say, f
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -4.102, relative change = 1.621e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -4.102, relative change = 1.673e-04)
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## Completing Iteration 73 (approx. per word bound = -4.101, relative change = 1.573e-04)
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## Completing Iteration 74 (approx. per word bound = -4.100, relative change = 1.535e-04)
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## Completing Iteration 75 (approx. per word bound = -4.100, relative change = 1.641e-04)
## Topic 1: r, rebel, ankara, terrorist, kurdish
## Topic 2: violenc, five, eight, die, turk
## Topic 3: turkish, turkey, two, fight, member
## Topic 4: --, european, peopl, rebel, one
## Topic 5: kurdish, soldier, attack, two, three
## Topic 6: forc, defens, --, people’, terörist
## Topic 7: --, milit, pkk, iraq, turkish
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, kurd, f
## ....................................................................................................
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## Completing Iteration 76 (approx. per word bound = -4.099, relative change = 1.971e-04)
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## Completing Iteration 77 (approx. per word bound = -4.098, relative change = 2.669e-04)
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## Completing Iteration 78 (approx. per word bound = -4.097, relative change = 2.431e-04)
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## Completing Iteration 79 (approx. per word bound = -4.096, relative change = 2.110e-04)
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## Completing Iteration 80 (approx. per word bound = -4.095, relative change = 2.262e-04)
## Topic 1: r, rebel, ankara, terrorist, kurd
## Topic 2: violenc, five, eight, die, turk
## Topic 3: turkish, turkey, two, fight, member
## Topic 4: --, european, peopl, rebel, one
## Topic 5: kurdish, soldier, attack, two, three
## Topic 6: forc, defens, --, people’, terörist
## Topic 7: --, milit, pkk, iraq, turkish
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, kurd, four
## ....................................................................................................
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## Completing Iteration 81 (approx. per word bound = -4.094, relative change = 2.531e-04)
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## Completing Iteration 82 (approx. per word bound = -4.093, relative change = 2.926e-04)
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## Completing Iteration 83 (approx. per word bound = -4.091, relative change = 3.561e-04)
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## Completing Iteration 85 (approx. per word bound = -4.087, relative change = 5.420e-04)
## Topic 1: r, rebel, ankara, terrorist, kurd
## Topic 2: violenc, five, eight, die, r
## Topic 3: turkish, turkey, two, fight, rebel
## Topic 4: --, european, rebel, peopl, one
## Topic 5: kurdish, soldier, attack, two, three
## Topic 6: forc, --, defens, people’, peopl
## Topic 7: --, milit, turkish, pkk, iraq
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, kurd, four
## ....................................................................................................
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## Completing Iteration 86 (approx. per word bound = -4.085, relative change = 5.295e-04)
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## Completing Iteration 87 (approx. per word bound = -4.083, relative change = 4.537e-04)
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## Completing Iteration 89 (approx. per word bound = -4.080, relative change = 3.479e-04)
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## Completing Iteration 90 (approx. per word bound = -4.079, relative change = 3.274e-04)
## Topic 1: r, rebel, ankara, terrorist, kurd
## Topic 2: r, violenc, five, turkey, eight
## Topic 3: turkish, turkey, two, fight, rebel
## Topic 4: --, european, rebel, one, dead
## Topic 5: kurdish, soldier, attack, two, three
## Topic 6: forc, --, defens, people’, peopl
## Topic 7: --, milit, turkish, pkk, iraq
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, kurd, four
## ....................................................................................................
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## Completing Iteration 91 (approx. per word bound = -4.078, relative change = 3.170e-04)
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## Completing Iteration 92 (approx. per word bound = -4.076, relative change = 3.028e-04)
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## Completing Iteration 95 (approx. per word bound = -4.073, relative change = 2.542e-04)
## Topic 1: rebel, r, ankara, terrorist, kurd
## Topic 2: r, turkey, kurdish, violenc, five
## Topic 3: turkish, turkey, two, fight, rebel
## Topic 4: --, european, rebel, dead, one
## Topic 5: soldier, kurdish, attack, two, three
## Topic 6: forc, --, defens, people’, peopl
## Topic 7: --, milit, turkish, pkk, iraq
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, kurd, four
## ....................................................................................................
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## Completing Iteration 96 (approx. per word bound = -4.072, relative change = 2.216e-04)
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## Completing Iteration 97 (approx. per word bound = -4.071, relative change = 2.032e-04)
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## Completing Iteration 98 (approx. per word bound = -4.070, relative change = 2.012e-04)
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## Completing Iteration 99 (approx. per word bound = -4.070, relative change = 1.876e-04)
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## Completing Iteration 100 (approx. per word bound = -4.069, relative change = 1.602e-04)
## Topic 1: rebel, r, ankara, kurd, terrorist
## Topic 2: r, turkey, kurdish, violenc, five
## Topic 3: turkish, turkey, two, fight, rebel
## Topic 4: --, european, rebel, dead, one
## Topic 5: soldier, kurdish, attack, two, three
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, pkk, kill
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, kurd, four
## ....................................................................................................
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## Completing Iteration 101 (approx. per word bound = -4.068, relative change = 1.489e-04)
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## Completing Iteration 102 (approx. per word bound = -4.068, relative change = 1.474e-04)
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## Completing Iteration 103 (approx. per word bound = -4.067, relative change = 1.536e-04)
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## Completing Iteration 104 (approx. per word bound = -4.067, relative change = 1.439e-04)
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## Completing Iteration 105 (approx. per word bound = -4.066, relative change = 1.286e-04)
## Topic 1: rebel, r, ankara, kurd, terrorist
## Topic 2: r, kurdish, turkey, violenc, five
## Topic 3: turkish, turkey, two, rebel, fight
## Topic 4: --, european, rebel, dead, roj
## Topic 5: soldier, kurdish, attack, two, three
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, pkk, kill
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, kurd, four
## ....................................................................................................
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## Completing Iteration 106 (approx. per word bound = -4.066, relative change = 1.135e-04)
## ....................................................................................................
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## Completing Iteration 107 (approx. per word bound = -4.065, relative change = 9.390e-05)
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## Completing Iteration 108 (approx. per word bound = -4.065, relative change = 7.560e-05)
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## Completing Iteration 109 (approx. per word bound = -4.065, relative change = 5.672e-05)
## ....................................................................................................
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## Completing Iteration 110 (approx. per word bound = -4.064, relative change = 5.310e-05)
## Topic 1: rebel, ankara, r, kurd, terrorist
## Topic 2: r, kurdish, turkey, violenc, five
## Topic 3: turkish, turkey, two, rebel, fight
## Topic 4: --, european, rebel, dead, roj
## Topic 5: soldier, kurdish, attack, two, three
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, pkk, kill
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, kurd
## ....................................................................................................
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## Completing Iteration 111 (approx. per word bound = -4.064, relative change = 4.470e-05)
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## Completing Iteration 112 (approx. per word bound = -4.064, relative change = 7.105e-05)
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## Completing Iteration 113 (approx. per word bound = -4.064, relative change = 9.310e-05)
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## Completing Iteration 114 (approx. per word bound = -4.063, relative change = 7.092e-05)
## ....................................................................................................
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## Completing Iteration 115 (approx. per word bound = -4.063, relative change = 4.199e-05)
## Topic 1: rebel, ankara, kurd, r, terrorist
## Topic 2: r, kurdish, turkey, violenc, five
## Topic 3: turkish, turkey, two, rebel, fight
## Topic 4: --, european, rebel, dead, roj
## Topic 5: soldier, kurdish, attack, two, three
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, pkk, kill
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, kurd
## ....................................................................................................
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## Completing Iteration 116 (approx. per word bound = -4.063, relative change = 2.584e-05)
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## Completing Iteration 117 (approx. per word bound = -4.063, relative change = 2.968e-05)
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## Completing Iteration 118 (approx. per word bound = -4.063, relative change = 3.923e-05)
## ....................................................................................................
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## Completing Iteration 119 (approx. per word bound = -4.063, relative change = 3.589e-05)
## ....................................................................................................
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## Completing Iteration 120 (approx. per word bound = -4.062, relative change = 2.773e-05)
## Topic 1: rebel, ankara, kurd, terrorist, r
## Topic 2: r, kurdish, turkey, violenc, five
## Topic 3: turkish, turkey, two, rebel, fight
## Topic 4: --, european, rebel, dead, roj
## Topic 5: soldier, kurdish, attack, two, three
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, pkk, kill
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, kurd
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 121 (approx. per word bound = -4.062, relative change = 2.232e-05)
## ....................................................................................................
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## Completing Iteration 122 (approx. per word bound = -4.062, relative change = 2.042e-05)
## ....................................................................................................
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## Completing Iteration 123 (approx. per word bound = -4.062, relative change = 2.151e-05)
## ....................................................................................................
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## Completing Iteration 124 (approx. per word bound = -4.062, relative change = 2.429e-05)
## ....................................................................................................
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## Completing Iteration 125 (approx. per word bound = -4.062, relative change = 2.466e-05)
## Topic 1: rebel, ankara, kurd, terrorist, r
## Topic 2: r, kurdish, turkey, violenc, five
## Topic 3: turkish, turkey, two, rebel, fight
## Topic 4: --, european, rebel, dead, roj
## Topic 5: soldier, kurdish, attack, two, three
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, pkk, kill
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, kurd
## ....................................................................................................
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## Completing Iteration 126 (approx. per word bound = -4.062, relative change = 1.874e-05)
## ....................................................................................................
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## Completing Iteration 127 (approx. per word bound = -4.062, relative change = 2.138e-05)
## ....................................................................................................
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## Completing Iteration 128 (approx. per word bound = -4.062, relative change = 1.905e-05)
## ....................................................................................................
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## Completing Iteration 129 (approx. per word bound = -4.062, relative change = 2.382e-05)
## ....................................................................................................
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## Completing Iteration 130 (approx. per word bound = -4.062, relative change = 2.659e-05)
## Topic 1: rebel, ankara, kurd, terrorist, r
## Topic 2: r, kurdish, turkey, violenc, five
## Topic 3: turkish, turkey, two, rebel, fight
## Topic 4: --, european, rebel, dead, roj
## Topic 5: soldier, kurdish, attack, two, three
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, pkk, turkish, kill
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, kurd
## ....................................................................................................
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## Completing Iteration 131 (approx. per word bound = -4.061, relative change = 2.288e-05)
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## Completing Iteration 132 (approx. per word bound = -4.061, relative change = 2.952e-05)
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## Completing Iteration 133 (approx. per word bound = -4.061, relative change = 5.418e-05)
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## Completing Iteration 134 (approx. per word bound = -4.061, relative change = 6.752e-05)
## ....................................................................................................
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## Completing Iteration 135 (approx. per word bound = -4.061, relative change = 4.773e-05)
## Topic 1: rebel, ankara, kurd, terrorist, f
## Topic 2: r, turkey, kurdish, violenc, five
## Topic 3: turkish, turkey, two, rebel, fight
## Topic 4: --, european, rebel, dead, roj
## Topic 5: soldier, kurdish, attack, two, three
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, pkk, turkish, kill
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, kurd
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 136 (approx. per word bound = -4.061, relative change = 4.511e-05)
## ....................................................................................................
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## Completing Iteration 137 (approx. per word bound = -4.060, relative change = 7.017e-05)
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## Completing Iteration 138 (approx. per word bound = -4.060, relative change = 9.243e-05)
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## Completing Iteration 139 (approx. per word bound = -4.060, relative change = 6.302e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 140 (approx. per word bound = -4.059, relative change = 6.326e-05)
## Topic 1: rebel, ankara, kurd, terrorist, f
## Topic 2: r, turkey, kurdish, violenc, five
## Topic 3: turkish, turkey, two, rebel, fight
## Topic 4: --, european, rebel, dead, roj
## Topic 5: soldier, kurdish, attack, two, three
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, pkk, turkish, kill
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, kurd
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 141 (approx. per word bound = -4.059, relative change = 7.174e-05)
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## Completing Iteration 142 (approx. per word bound = -4.059, relative change = 7.936e-05)
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## Completing Iteration 143 (approx. per word bound = -4.058, relative change = 8.255e-05)
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## Completing Iteration 144 (approx. per word bound = -4.058, relative change = 8.181e-05)
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## Completing Iteration 145 (approx. per word bound = -4.058, relative change = 7.825e-05)
## Topic 1: rebel, ankara, kurd, terrorist, f
## Topic 2: r, turkey, kurdish, violenc, five
## Topic 3: turkish, turkey, rebel, two, fight
## Topic 4: --, european, rebel, dead, civilian
## Topic 5: soldier, kurdish, attack, two, three
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, pkk, turkish, kill
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, kurd
## ....................................................................................................
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## Completing Iteration 146 (approx. per word bound = -4.057, relative change = 7.520e-05)
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## Completing Iteration 147 (approx. per word bound = -4.057, relative change = 8.188e-05)
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## Completing Iteration 148 (approx. per word bound = -4.057, relative change = 8.999e-05)
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## Completing Iteration 149 (approx. per word bound = -4.056, relative change = 8.203e-05)
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## Completing Iteration 150 (approx. per word bound = -4.056, relative change = 7.287e-05)
## Topic 1: rebel, ankara, kurd, terrorist, f
## Topic 2: r, turkey, kurdish, violenc, five
## Topic 3: turkish, turkey, rebel, two, fight
## Topic 4: --, european, rebel, dead, oper
## Topic 5: soldier, kurdish, attack, two, three
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, pkk, turkish, kill
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, kurd
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 151 (approx. per word bound = -4.056, relative change = 7.178e-05)
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## Completing Iteration 152 (approx. per word bound = -4.055, relative change = 7.711e-05)
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## Completing Iteration 153 (approx. per word bound = -4.055, relative change = 8.716e-05)
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## Completing Iteration 154 (approx. per word bound = -4.055, relative change = 1.004e-04)
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## Completing Iteration 155 (approx. per word bound = -4.054, relative change = 1.154e-04)
## Topic 1: rebel, ankara, kurd, terrorist, f
## Topic 2: r, turkey, kurdish, violenc, five
## Topic 3: turkish, turkey, rebel, two, fight
## Topic 4: --, european, rebel, dead, oper
## Topic 5: soldier, kurdish, attack, two, three
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, pkk, kill, turkish
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, kurd
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 156 (approx. per word bound = -4.054, relative change = 1.339e-04)
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## Completing Iteration 157 (approx. per word bound = -4.053, relative change = 1.758e-04)
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## Completing Iteration 158 (approx. per word bound = -4.052, relative change = 1.703e-04)
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## Completing Iteration 159 (approx. per word bound = -4.052, relative change = 1.167e-04)
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## Completing Iteration 160 (approx. per word bound = -4.052, relative change = 7.787e-05)
## Topic 1: rebel, ankara, kurd, terrorist, f
## Topic 2: r, turkey, kurdish, violenc, five
## Topic 3: turkish, turkey, rebel, two, fight
## Topic 4: --, european, rebel, dead, oper
## Topic 5: soldier, kurdish, attack, turkey, two
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, pkk, kill, turkish
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, kurd
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 161 (approx. per word bound = -4.051, relative change = 6.663e-05)
## ....................................................................................................
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## Completing Iteration 162 (approx. per word bound = -4.051, relative change = 6.719e-05)
## ....................................................................................................
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## Completing Iteration 163 (approx. per word bound = -4.051, relative change = 7.536e-05)
## ....................................................................................................
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## Completing Iteration 164 (approx. per word bound = -4.050, relative change = 8.909e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 165 (approx. per word bound = -4.050, relative change = 1.109e-04)
## Topic 1: rebel, ankara, kurd, terrorist, f
## Topic 2: r, turkey, kurdish, violenc, five
## Topic 3: turkish, rebel, turkey, two, fight
## Topic 4: --, european, rebel, dead, oper
## Topic 5: soldier, kurdish, attack, turkey, two
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, pkk, kill, turkish
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, kurd
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 166 (approx. per word bound = -4.049, relative change = 1.294e-04)
## ....................................................................................................
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## Completing Iteration 167 (approx. per word bound = -4.049, relative change = 1.083e-04)
## ....................................................................................................
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## Completing Iteration 168 (approx. per word bound = -4.048, relative change = 1.053e-04)
## ....................................................................................................
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## Completing Iteration 169 (approx. per word bound = -4.048, relative change = 1.009e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 170 (approx. per word bound = -4.048, relative change = 9.457e-05)
## Topic 1: ankara, rebel, kurd, terrorist, f
## Topic 2: r, turkey, kurdish, violenc, die
## Topic 3: turkish, rebel, two, turkey, fight
## Topic 4: --, european, rebel, dead, oper
## Topic 5: soldier, kurdish, turkey, attack, two
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, pkk, turkish, kill
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, kurd
## ....................................................................................................
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## Completing Iteration 171 (approx. per word bound = -4.047, relative change = 1.028e-04)
## ....................................................................................................
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## Completing Iteration 172 (approx. per word bound = -4.047, relative change = 1.116e-04)
## ....................................................................................................
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## Completing Iteration 173 (approx. per word bound = -4.046, relative change = 1.781e-04)
## ....................................................................................................
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## Completing Iteration 174 (approx. per word bound = -4.045, relative change = 1.763e-04)
## ....................................................................................................
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## Completing Iteration 175 (approx. per word bound = -4.045, relative change = 8.041e-05)
## Topic 1: ankara, rebel, terrorist, kurd, f
## Topic 2: r, turkey, kurdish, violenc, die
## Topic 3: turkish, rebel, two, turkey, fight
## Topic 4: --, european, rebel, dead, armi
## Topic 5: soldier, kurdish, turkey, attack, two
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, pkk, kill
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, kurd
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 176 (approx. per word bound = -4.045, relative change = 8.902e-05)
## ....................................................................................................
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## Completing Iteration 177 (approx. per word bound = -4.044, relative change = 1.048e-04)
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## Completing Iteration 178 (approx. per word bound = -4.044, relative change = 1.237e-04)
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## Completing Iteration 179 (approx. per word bound = -4.043, relative change = 1.325e-04)
## ....................................................................................................
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## Completing Iteration 180 (approx. per word bound = -4.043, relative change = 1.289e-04)
## Topic 1: ankara, rebel, terrorist, kurd, f
## Topic 2: r, turkey, kurdish, violenc, kurd
## Topic 3: turkish, rebel, two, turkey, fight
## Topic 4: --, european, rebel, dead, armi
## Topic 5: soldier, kurdish, turkey, attack, two
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, pkk, kill
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, kurd
## ....................................................................................................
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## Completing Iteration 181 (approx. per word bound = -4.042, relative change = 1.360e-04)
## ....................................................................................................
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## Completing Iteration 182 (approx. per word bound = -4.042, relative change = 1.348e-04)
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## Completing Iteration 183 (approx. per word bound = -4.041, relative change = 1.082e-04)
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## Completing Iteration 184 (approx. per word bound = -4.041, relative change = 9.522e-05)
## ....................................................................................................
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## Completing Iteration 185 (approx. per word bound = -4.040, relative change = 9.021e-05)
## Topic 1: ankara, rebel, terrorist, kurd, f
## Topic 2: r, turkey, kurdish, kurd, violenc
## Topic 3: turkish, rebel, two, fight, turkey
## Topic 4: --, european, rebel, armi, dead
## Topic 5: soldier, turkey, kurdish, attack, two
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, pkk, kill
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 186 (approx. per word bound = -4.040, relative change = 8.842e-05)
## ....................................................................................................
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## Completing Iteration 187 (approx. per word bound = -4.040, relative change = 8.742e-05)
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## Completing Iteration 188 (approx. per word bound = -4.039, relative change = 8.249e-05)
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## Completing Iteration 189 (approx. per word bound = -4.039, relative change = 7.708e-05)
## ....................................................................................................
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## Completing Iteration 190 (approx. per word bound = -4.039, relative change = 7.565e-05)
## Topic 1: ankara, rebel, terrorist, f, kurd
## Topic 2: r, turkey, kurdish, kurd, violenc
## Topic 3: turkish, rebel, two, fight, offici
## Topic 4: --, european, armi, rebel, dead
## Topic 5: soldier, turkey, kurdish, attack, two
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, pkk, kill
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 191 (approx. per word bound = -4.038, relative change = 7.867e-05)
## ....................................................................................................
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## Completing Iteration 192 (approx. per word bound = -4.038, relative change = 8.898e-05)
## ....................................................................................................
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## Completing Iteration 193 (approx. per word bound = -4.038, relative change = 1.008e-04)
## ....................................................................................................
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## Completing Iteration 194 (approx. per word bound = -4.037, relative change = 9.034e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 195 (approx. per word bound = -4.037, relative change = 7.743e-05)
## Topic 1: ankara, terrorist, rebel, f, clash
## Topic 2: r, turkey, kurdish, kurd, violenc
## Topic 3: turkish, rebel, two, fight, offici
## Topic 4: --, european, armi, dead, pkk
## Topic 5: soldier, turkey, kurdish, attack, two
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 196 (approx. per word bound = -4.037, relative change = 7.183e-05)
## ....................................................................................................
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## Completing Iteration 197 (approx. per word bound = -4.036, relative change = 6.903e-05)
## ....................................................................................................
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## Completing Iteration 198 (approx. per word bound = -4.036, relative change = 6.842e-05)
## ....................................................................................................
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## Completing Iteration 199 (approx. per word bound = -4.036, relative change = 7.402e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 200 (approx. per word bound = -4.035, relative change = 9.773e-05)
## Topic 1: ankara, terrorist, rebel, f, clash
## Topic 2: r, turkey, kurdish, kurd, violenc
## Topic 3: turkish, rebel, two, fight, offici
## Topic 4: --, european, armi, pkk, dead
## Topic 5: soldier, turkey, kurdish, attack, two
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 201 (approx. per word bound = -4.035, relative change = 1.183e-04)
## ....................................................................................................
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## Completing Iteration 202 (approx. per word bound = -4.035, relative change = 8.154e-05)
## ....................................................................................................
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## Completing Iteration 203 (approx. per word bound = -4.034, relative change = 7.316e-05)
## ....................................................................................................
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## Completing Iteration 204 (approx. per word bound = -4.034, relative change = 7.798e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 205 (approx. per word bound = -4.034, relative change = 9.185e-05)
## Topic 1: ankara, terrorist, rebel, turkish, f
## Topic 2: r, turkey, kurd, kurdish, violenc
## Topic 3: turkish, rebel, two, fight, offici
## Topic 4: --, european, armi, pkk, dead
## Topic 5: soldier, turkey, kurdish, attack, two
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 206 (approx. per word bound = -4.033, relative change = 9.458e-05)
## ....................................................................................................
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## Completing Iteration 207 (approx. per word bound = -4.033, relative change = 9.273e-05)
## ....................................................................................................
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## Completing Iteration 208 (approx. per word bound = -4.033, relative change = 8.735e-05)
## ....................................................................................................
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## Completing Iteration 209 (approx. per word bound = -4.032, relative change = 8.606e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 210 (approx. per word bound = -4.032, relative change = 8.491e-05)
## Topic 1: ankara, terrorist, turkish, rebel, f
## Topic 2: r, turkey, kurd, kurdish, kill
## Topic 3: turkish, rebel, two, fight, offici
## Topic 4: --, european, pkk, armi, dead
## Topic 5: soldier, turkey, kurdish, attack, two
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 211 (approx. per word bound = -4.032, relative change = 8.557e-05)
## ....................................................................................................
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## Completing Iteration 212 (approx. per word bound = -4.031, relative change = 9.343e-05)
## ....................................................................................................
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## Completing Iteration 213 (approx. per word bound = -4.031, relative change = 1.025e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 214 (approx. per word bound = -4.030, relative change = 1.013e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 215 (approx. per word bound = -4.030, relative change = 1.088e-04)
## Topic 1: ankara, terrorist, turkish, f, rebel
## Topic 2: r, turkey, kurd, kurdish, kill
## Topic 3: turkish, rebel, two, offici, fight
## Topic 4: --, european, pkk, armi, dead
## Topic 5: soldier, turkey, kurdish, attack, kill
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 216 (approx. per word bound = -4.029, relative change = 1.107e-04)
## ....................................................................................................
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## Completing Iteration 217 (approx. per word bound = -4.029, relative change = 1.028e-04)
## ....................................................................................................
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## Completing Iteration 218 (approx. per word bound = -4.029, relative change = 1.040e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 219 (approx. per word bound = -4.028, relative change = 1.117e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 220 (approx. per word bound = -4.028, relative change = 1.252e-04)
## Topic 1: ankara, terrorist, turkish, f, rebel
## Topic 2: r, turkey, kurd, kurdish, kill
## Topic 3: turkish, rebel, two, offici, offic
## Topic 4: --, european, pkk, armi, dead
## Topic 5: soldier, turkey, kurdish, attack, kill
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, turkish, milit, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 221 (approx. per word bound = -4.027, relative change = 1.388e-04)
## ....................................................................................................
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## Completing Iteration 222 (approx. per word bound = -4.026, relative change = 1.736e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 223 (approx. per word bound = -4.026, relative change = 2.118e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 224 (approx. per word bound = -4.025, relative change = 1.798e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 225 (approx. per word bound = -4.024, relative change = 2.079e-04)
## Topic 1: ankara, terrorist, turkish, f, anatolia
## Topic 2: r, turkey, kurd, kurdish, kill
## Topic 3: turkish, rebel, two, offici, offic
## Topic 4: --, european, pkk, armi, dead
## Topic 5: soldier, turkey, kurdish, attack, kill
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, turkish, milit, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 226 (approx. per word bound = -4.023, relative change = 2.120e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 227 (approx. per word bound = -4.022, relative change = 1.988e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 228 (approx. per word bound = -4.022, relative change = 1.996e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 229 (approx. per word bound = -4.021, relative change = 1.961e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 230 (approx. per word bound = -4.020, relative change = 1.888e-04)
## Topic 1: ankara, terrorist, turkish, f, anatolia
## Topic 2: r, turkey, kurd, kurdish, rebel
## Topic 3: turkish, rebel, two, offici, offic
## Topic 4: --, european, pkk, armi, dead
## Topic 5: soldier, turkey, kurdish, attack, kill
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 231 (approx. per word bound = -4.019, relative change = 1.791e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 232 (approx. per word bound = -4.019, relative change = 1.676e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 233 (approx. per word bound = -4.018, relative change = 1.553e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 234 (approx. per word bound = -4.017, relative change = 1.419e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 235 (approx. per word bound = -4.017, relative change = 1.274e-04)
## Topic 1: ankara, terrorist, turkish, f, anatolia
## Topic 2: r, turkey, kurd, rebel, kurdish
## Topic 3: turkish, rebel, two, offici, offic
## Topic 4: --, european, pkk, armi, dead
## Topic 5: soldier, turkey, kurdish, attack, kill
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 236 (approx. per word bound = -4.016, relative change = 1.151e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 237 (approx. per word bound = -4.016, relative change = 1.067e-04)
## ....................................................................................................
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## Completing Iteration 238 (approx. per word bound = -4.016, relative change = 1.000e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 239 (approx. per word bound = -4.015, relative change = 9.260e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 240 (approx. per word bound = -4.015, relative change = 8.602e-05)
## Topic 1: ankara, terrorist, turkish, f, anatolia
## Topic 2: r, turkey, rebel, kurd, kurdish
## Topic 3: turkish, rebel, two, offici, offic
## Topic 4: --, european, pkk, armi, dead
## Topic 5: soldier, turkey, kurdish, attack, kill
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 241 (approx. per word bound = -4.015, relative change = 8.271e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 242 (approx. per word bound = -4.014, relative change = 8.086e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 243 (approx. per word bound = -4.014, relative change = 8.138e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 244 (approx. per word bound = -4.014, relative change = 8.682e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 245 (approx. per word bound = -4.013, relative change = 1.010e-04)
## Topic 1: ankara, terrorist, turkish, f, anatolia
## Topic 2: r, turkey, rebel, kurd, kurdish
## Topic 3: turkish, rebel, two, offici, offic
## Topic 4: --, european, pkk, armi, dead
## Topic 5: soldier, turkey, kurdish, attack, kill
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 246 (approx. per word bound = -4.013, relative change = 1.265e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 247 (approx. per word bound = -4.012, relative change = 1.604e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 248 (approx. per word bound = -4.011, relative change = 1.876e-04)
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## Completing Iteration 249 (approx. per word bound = -4.011, relative change = 1.861e-04)
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## Completing Iteration 250 (approx. per word bound = -4.010, relative change = 1.487e-04)
## Topic 1: ankara, terrorist, turkish, f, anatolia
## Topic 2: r, turkey, rebel, kurd, kill
## Topic 3: turkish, rebel, two, offici, offic
## Topic 4: --, european, pkk, armi, dead
## Topic 5: soldier, turkey, kurdish, attack, kill
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
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## Completing Iteration 251 (approx. per word bound = -4.010, relative change = 1.042e-04)
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## Completing Iteration 252 (approx. per word bound = -4.009, relative change = 7.994e-05)
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## Completing Iteration 253 (approx. per word bound = -4.009, relative change = 6.914e-05)
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## Completing Iteration 255 (approx. per word bound = -4.008, relative change = 5.755e-05)
## Topic 1: ankara, terrorist, turkish, f, anatolia
## Topic 2: r, turkey, rebel, kurd, kill
## Topic 3: turkish, rebel, two, offici, offic
## Topic 4: --, european, pkk, armi, dead
## Topic 5: soldier, turkey, kurdish, attack, kill
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
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## Completing Iteration 256 (approx. per word bound = -4.008, relative change = 5.300e-05)
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## Completing Iteration 259 (approx. per word bound = -4.008, relative change = 6.463e-05)
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## Completing Iteration 260 (approx. per word bound = -4.007, relative change = 7.451e-05)
## Topic 1: ankara, terrorist, turkish, f, kill
## Topic 2: r, turkey, rebel, kurd, kill
## Topic 3: turkish, rebel, two, offici, offic
## Topic 4: --, european, pkk, armi, dead
## Topic 5: soldier, turkey, kurdish, attack, kill
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
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## Completing Iteration 261 (approx. per word bound = -4.007, relative change = 5.347e-05)
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## Completing Iteration 264 (approx. per word bound = -4.006, relative change = 6.832e-05)
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## Completing Iteration 265 (approx. per word bound = -4.006, relative change = 5.471e-05)
## Topic 1: ankara, terrorist, turkish, f, kill
## Topic 2: r, turkey, rebel, kurd, kill
## Topic 3: turkish, rebel, two, offici, offic
## Topic 4: --, european, pkk, armi, turkey
## Topic 5: soldier, turkey, kurdish, attack, kill
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
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## Completing Iteration 266 (approx. per word bound = -4.006, relative change = 4.233e-05)
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## Completing Iteration 268 (approx. per word bound = -4.006, relative change = 4.347e-05)
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## Completing Iteration 269 (approx. per word bound = -4.005, relative change = 5.469e-05)
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## Completing Iteration 270 (approx. per word bound = -4.005, relative change = 7.592e-05)
## Topic 1: ankara, terrorist, turkish, f, kill
## Topic 2: r, turkey, rebel, kill, kurd
## Topic 3: turkish, rebel, two, offici, offic
## Topic 4: --, european, pkk, armi, turkey
## Topic 5: soldier, turkey, kurdish, attack, kill
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
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## Completing Iteration 271 (approx. per word bound = -4.005, relative change = 6.809e-05)
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## Completing Iteration 272 (approx. per word bound = -4.005, relative change = 4.384e-05)
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## Completing Iteration 273 (approx. per word bound = -4.004, relative change = 3.683e-05)
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## Completing Iteration 274 (approx. per word bound = -4.004, relative change = 3.627e-05)
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## Completing Iteration 275 (approx. per word bound = -4.004, relative change = 3.869e-05)
## Topic 1: ankara, terrorist, turkish, f, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, rebel, two, offici, offic
## Topic 4: --, european, pkk, armi, turkey
## Topic 5: soldier, turkey, kurdish, attack, kill
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
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## Completing Iteration 276 (approx. per word bound = -4.004, relative change = 4.062e-05)
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## Completing Iteration 277 (approx. per word bound = -4.004, relative change = 4.291e-05)
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## Completing Iteration 278 (approx. per word bound = -4.004, relative change = 5.168e-05)
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## Completing Iteration 279 (approx. per word bound = -4.003, relative change = 6.329e-05)
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## Completing Iteration 280 (approx. per word bound = -4.003, relative change = 7.325e-05)
## Topic 1: ankara, terrorist, turkish, f, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, rebel, two, offici, offic
## Topic 4: --, european, pkk, turkey, armi
## Topic 5: soldier, turkey, kill, kurdish, attack
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 281 (approx. per word bound = -4.003, relative change = 7.376e-05)
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## Completing Iteration 282 (approx. per word bound = -4.003, relative change = 6.029e-05)
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## Completing Iteration 283 (approx. per word bound = -4.002, relative change = 4.732e-05)
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## Completing Iteration 284 (approx. per word bound = -4.002, relative change = 4.267e-05)
## ....................................................................................................
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## Completing Iteration 285 (approx. per word bound = -4.002, relative change = 4.365e-05)
## Topic 1: ankara, terrorist, turkish, f, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, rebel, two, offici, offic
## Topic 4: --, european, pkk, kurdish, turkey
## Topic 5: soldier, turkey, kill, attack, kurdish
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 286 (approx. per word bound = -4.002, relative change = 4.828e-05)
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## Completing Iteration 287 (approx. per word bound = -4.002, relative change = 5.355e-05)
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## Completing Iteration 288 (approx. per word bound = -4.001, relative change = 5.101e-05)
## ....................................................................................................
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## Completing Iteration 289 (approx. per word bound = -4.001, relative change = 4.758e-05)
## ....................................................................................................
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## Completing Iteration 290 (approx. per word bound = -4.001, relative change = 5.628e-05)
## Topic 1: ankara, terrorist, turkish, f, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, rebel, two, offici, offic
## Topic 4: --, european, kurdish, pkk, turkey
## Topic 5: soldier, turkey, kill, attack, kurdish
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 291 (approx. per word bound = -4.001, relative change = 6.644e-05)
## ....................................................................................................
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## Completing Iteration 292 (approx. per word bound = -4.001, relative change = 5.514e-05)
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## Completing Iteration 293 (approx. per word bound = -4.000, relative change = 3.910e-05)
## ....................................................................................................
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## Completing Iteration 294 (approx. per word bound = -4.000, relative change = 3.602e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 295 (approx. per word bound = -4.000, relative change = 3.662e-05)
## Topic 1: ankara, terrorist, turkish, f, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, rebel, offici, kill
## Topic 4: --, european, kurdish, rebel, pkk
## Topic 5: soldier, kill, turkey, attack, kurdish
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 296 (approx. per word bound = -4.000, relative change = 3.863e-05)
## ....................................................................................................
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## Completing Iteration 297 (approx. per word bound = -4.000, relative change = 3.851e-05)
## ....................................................................................................
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## Completing Iteration 298 (approx. per word bound = -4.000, relative change = 3.762e-05)
## ....................................................................................................
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## Completing Iteration 299 (approx. per word bound = -3.999, relative change = 3.837e-05)
## ....................................................................................................
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## Completing Iteration 300 (approx. per word bound = -3.999, relative change = 4.360e-05)
## Topic 1: ankara, terrorist, turkish, f, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, rebel, kill, offici
## Topic 4: --, european, kurdish, rebel, turkey
## Topic 5: soldier, kill, turkey, attack, --
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 301 (approx. per word bound = -3.999, relative change = 5.493e-05)
## ....................................................................................................
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## Completing Iteration 302 (approx. per word bound = -3.999, relative change = 6.715e-05)
## ....................................................................................................
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## Completing Iteration 303 (approx. per word bound = -3.999, relative change = 6.743e-05)
## ....................................................................................................
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## Completing Iteration 304 (approx. per word bound = -3.998, relative change = 6.512e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 305 (approx. per word bound = -3.998, relative change = 5.844e-05)
## Topic 1: ankara, terrorist, turkish, f, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, rebel, kill, offici
## Topic 4: --, european, kurdish, rebel, turkey
## Topic 5: soldier, kill, turkey, attack, --
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 306 (approx. per word bound = -3.998, relative change = 5.212e-05)
## ....................................................................................................
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## Completing Iteration 307 (approx. per word bound = -3.998, relative change = 4.714e-05)
## ....................................................................................................
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## Completing Iteration 308 (approx. per word bound = -3.997, relative change = 4.476e-05)
## ....................................................................................................
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## Completing Iteration 309 (approx. per word bound = -3.997, relative change = 3.796e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 310 (approx. per word bound = -3.997, relative change = 2.959e-05)
## Topic 1: ankara, terrorist, f, turkish, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, rebel, kill, five
## Topic 4: --, european, kurdish, rebel, turkey
## Topic 5: soldier, kill, turkey, attack, --
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 311 (approx. per word bound = -3.997, relative change = 2.653e-05)
## ....................................................................................................
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## Completing Iteration 312 (approx. per word bound = -3.997, relative change = 2.629e-05)
## ....................................................................................................
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## Completing Iteration 313 (approx. per word bound = -3.997, relative change = 3.046e-05)
## ....................................................................................................
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## Completing Iteration 314 (approx. per word bound = -3.997, relative change = 4.985e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 315 (approx. per word bound = -3.996, relative change = 6.268e-05)
## Topic 1: ankara, terrorist, f, turkish, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, rebel, kill, five
## Topic 4: --, european, kurdish, rebel, turkey
## Topic 5: soldier, kill, turkey, attack, --
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 316 (approx. per word bound = -3.996, relative change = 2.680e-05)
## ....................................................................................................
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## Completing Iteration 317 (approx. per word bound = -3.996, relative change = 2.010e-05)
## ....................................................................................................
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## Completing Iteration 318 (approx. per word bound = -3.996, relative change = 1.892e-05)
## ....................................................................................................
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## Completing Iteration 319 (approx. per word bound = -3.996, relative change = 1.884e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 320 (approx. per word bound = -3.996, relative change = 1.779e-05)
## Topic 1: ankara, terrorist, f, turkish, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, rebel, kill, five
## Topic 4: --, european, kurdish, rebel, turkey
## Topic 5: soldier, kill, turkey, attack, --
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 321 (approx. per word bound = -3.996, relative change = 1.682e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 322 (approx. per word bound = -3.996, relative change = 1.609e-05)
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## Completing Iteration 323 (approx. per word bound = -3.996, relative change = 1.603e-05)
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## Completing Iteration 324 (approx. per word bound = -3.996, relative change = 1.654e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 325 (approx. per word bound = -3.996, relative change = 1.617e-05)
## Topic 1: ankara, terrorist, f, turkish, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, kill, five, rebel
## Topic 4: --, european, kurdish, rebel, turkey
## Topic 5: soldier, kill, turkey, attack, --
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, three
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 326 (approx. per word bound = -3.996, relative change = 1.596e-05)
## ....................................................................................................
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## Completing Iteration 327 (approx. per word bound = -3.996, relative change = 1.575e-05)
## ....................................................................................................
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## Completing Iteration 328 (approx. per word bound = -3.995, relative change = 1.544e-05)
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## Completed E-Step (0 seconds).
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## Completing Iteration 329 (approx. per word bound = -3.995, relative change = 1.500e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 330 (approx. per word bound = -3.995, relative change = 1.501e-05)
## Topic 1: ankara, terrorist, f, turkish, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, kill, five, three
## Topic 4: --, european, kurdish, rebel, turkey
## Topic 5: soldier, kill, turkey, attack, --
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, nine
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 331 (approx. per word bound = -3.995, relative change = 1.542e-05)
## ....................................................................................................
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## Completing Iteration 332 (approx. per word bound = -3.995, relative change = 1.634e-05)
## ....................................................................................................
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## Completing Iteration 333 (approx. per word bound = -3.995, relative change = 1.653e-05)
## ....................................................................................................
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## Completing Iteration 334 (approx. per word bound = -3.995, relative change = 1.734e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 335 (approx. per word bound = -3.995, relative change = 2.052e-05)
## Topic 1: ankara, terrorist, f, turkish, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, kill, five, three
## Topic 4: --, european, kurdish, rebel, turkey
## Topic 5: soldier, kill, turkey, attack, --
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, nine
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 336 (approx. per word bound = -3.995, relative change = 2.617e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 337 (approx. per word bound = -3.995, relative change = 3.296e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 338 (approx. per word bound = -3.995, relative change = 3.527e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 339 (approx. per word bound = -3.995, relative change = 2.634e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 340 (approx. per word bound = -3.994, relative change = 2.483e-05)
## Topic 1: ankara, terrorist, f, turkish, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, kill, five, three
## Topic 4: --, european, kurdish, rebel, turkey
## Topic 5: soldier, kill, turkey, attack, --
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, nine
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 341 (approx. per word bound = -3.994, relative change = 3.005e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 342 (approx. per word bound = -3.994, relative change = 3.665e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 343 (approx. per word bound = -3.994, relative change = 3.740e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 344 (approx. per word bound = -3.994, relative change = 3.684e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 345 (approx. per word bound = -3.994, relative change = 3.706e-05)
## Topic 1: ankara, terrorist, f, turkish, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, kill, five, three
## Topic 4: --, european, kurdish, rebel, turkey
## Topic 5: soldier, kill, turkey, --, attack
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, nine
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 346 (approx. per word bound = -3.994, relative change = 3.592e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 347 (approx. per word bound = -3.993, relative change = 3.332e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 348 (approx. per word bound = -3.993, relative change = 3.183e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 349 (approx. per word bound = -3.993, relative change = 3.355e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 350 (approx. per word bound = -3.993, relative change = 3.579e-05)
## Topic 1: ankara, terrorist, turkish, f, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, kill, five, three
## Topic 4: --, european, kurdish, rebel, turkey
## Topic 5: soldier, kill, --, turkey, attack
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, nine
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 351 (approx. per word bound = -3.993, relative change = 3.649e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 352 (approx. per word bound = -3.993, relative change = 4.189e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 353 (approx. per word bound = -3.992, relative change = 7.689e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 354 (approx. per word bound = -3.992, relative change = 8.691e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 355 (approx. per word bound = -3.992, relative change = 6.509e-05)
## Topic 1: ankara, terrorist, turkish, f, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, kill, five, three
## Topic 4: --, european, kurdish, rebel, turkey
## Topic 5: soldier, kill, --, turkey, attack
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, nine
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 356 (approx. per word bound = -3.992, relative change = 2.616e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 357 (approx. per word bound = -3.992, relative change = 3.005e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 358 (approx. per word bound = -3.991, relative change = 4.872e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 359 (approx. per word bound = -3.991, relative change = 5.833e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 360 (approx. per word bound = -3.991, relative change = 3.629e-05)
## Topic 1: ankara, terrorist, turkish, f, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, kill, five, three
## Topic 4: --, european, kurdish, rebel, turkey
## Topic 5: soldier, kill, --, turkey, attack
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, nine
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 361 (approx. per word bound = -3.991, relative change = 2.611e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 362 (approx. per word bound = -3.991, relative change = 2.386e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 363 (approx. per word bound = -3.991, relative change = 2.503e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 364 (approx. per word bound = -3.991, relative change = 2.588e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 365 (approx. per word bound = -3.991, relative change = 2.392e-05)
## Topic 1: ankara, terrorist, turkish, f, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, kill, five, three
## Topic 4: --, european, kurdish, rebel, turkey
## Topic 5: soldier, kill, --, turkey, attack
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, nine
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 366 (approx. per word bound = -3.990, relative change = 2.043e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 367 (approx. per word bound = -3.990, relative change = 1.842e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 368 (approx. per word bound = -3.990, relative change = 1.779e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 369 (approx. per word bound = -3.990, relative change = 1.862e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 370 (approx. per word bound = -3.990, relative change = 1.874e-05)
## Topic 1: ankara, terrorist, turkish, f, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, kill, five, three
## Topic 4: --, european, kurdish, rebel, turkey
## Topic 5: soldier, kill, --, turkey, attack
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, nine
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 371 (approx. per word bound = -3.990, relative change = 1.825e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 372 (approx. per word bound = -3.990, relative change = 1.984e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 373 (approx. per word bound = -3.990, relative change = 2.799e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 374 (approx. per word bound = -3.990, relative change = 1.609e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 375 (approx. per word bound = -3.990, relative change = 1.609e-05)
## Topic 1: ankara, terrorist, turkish, f, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, kill, five, three
## Topic 4: --, kurdish, european, rebel, turkey
## Topic 5: soldier, kill, --, turkey, attack
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, nine
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 376 (approx. per word bound = -3.990, relative change = 1.551e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 377 (approx. per word bound = -3.990, relative change = 1.603e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 378 (approx. per word bound = -3.990, relative change = 1.626e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 379 (approx. per word bound = -3.989, relative change = 1.586e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 380 (approx. per word bound = -3.989, relative change = 1.562e-05)
## Topic 1: ankara, terrorist, turkish, f, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, kill, five, three
## Topic 4: --, kurdish, european, rebel, turkey
## Topic 5: soldier, kill, --, attack, turkey
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, nine
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 381 (approx. per word bound = -3.989, relative change = 1.640e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 382 (approx. per word bound = -3.989, relative change = 1.808e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 383 (approx. per word bound = -3.989, relative change = 2.223e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 384 (approx. per word bound = -3.989, relative change = 2.903e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 385 (approx. per word bound = -3.989, relative change = 4.115e-05)
## Topic 1: ankara, terrorist, turkish, f, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, kill, three, five
## Topic 4: --, kurdish, european, rebel, turkey
## Topic 5: soldier, kill, --, attack, turkey
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, nine
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 386 (approx. per word bound = -3.989, relative change = 5.389e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 387 (approx. per word bound = -3.988, relative change = 6.231e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 388 (approx. per word bound = -3.988, relative change = 7.538e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 389 (approx. per word bound = -3.988, relative change = 9.812e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 390 (approx. per word bound = -3.987, relative change = 1.260e-04)
## Topic 1: ankara, terrorist, turkish, f, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, kill, three, five
## Topic 4: --, kurdish, european, rebel, turkey
## Topic 5: soldier, kill, --, turkey, attack
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, say, four, nine
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 391 (approx. per word bound = -3.987, relative change = 1.553e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 392 (approx. per word bound = -3.986, relative change = 1.833e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 393 (approx. per word bound = -3.985, relative change = 1.942e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 394 (approx. per word bound = -3.984, relative change = 1.798e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 395 (approx. per word bound = -3.984, relative change = 1.462e-04)
## Topic 1: ankara, terrorist, turkish, f, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, kill, three, five
## Topic 4: --, kurdish, european, rebel, turkey
## Topic 5: soldier, kill, --, turkey, attack
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, four, nine, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 396 (approx. per word bound = -3.983, relative change = 1.101e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 397 (approx. per word bound = -3.983, relative change = 7.840e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 398 (approx. per word bound = -3.983, relative change = 5.488e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 399 (approx. per word bound = -3.983, relative change = 3.834e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 400 (approx. per word bound = -3.983, relative change = 2.774e-05)
## Topic 1: ankara, terrorist, turkish, f, kill
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, kill, five, three
## Topic 4: --, kurdish, european, rebel, turkey
## Topic 5: soldier, --, kill, attack, turkey
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, four, nine, villag
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 401 (approx. per word bound = -3.983, relative change = 2.130e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 402 (approx. per word bound = -3.982, relative change = 1.746e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 403 (approx. per word bound = -3.982, relative change = 1.682e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 404 (approx. per word bound = -3.982, relative change = 2.007e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 405 (approx. per word bound = -3.982, relative change = 2.384e-05)
## Topic 1: ankara, terrorist, turkish, f, anatolia
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, five, three, kill
## Topic 4: --, kurdish, european, rebel, turkey
## Topic 5: soldier, --, kill, attack, turkey
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, four, nine, villag
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 406 (approx. per word bound = -3.982, relative change = 1.936e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 407 (approx. per word bound = -3.982, relative change = 1.749e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 408 (approx. per word bound = -3.982, relative change = 1.642e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 409 (approx. per word bound = -3.982, relative change = 1.469e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 410 (approx. per word bound = -3.982, relative change = 1.262e-05)
## Topic 1: ankara, terrorist, turkish, f, anatolia
## Topic 2: r, rebel, turkey, kill, kurd
## Topic 3: turkish, two, five, three, kill
## Topic 4: --, kurdish, european, rebel, turkey
## Topic 5: soldier, --, kill, attack, turkey
## Topic 6: --, forc, defens, people’, peopl
## Topic 7: --, milit, turkish, kill, pkk
## Topic 8: troop, secur, forc, six, oper
## Topic 9: kill, clash, four, nine, villag
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 411 (approx. per word bound = -3.982, relative change = 1.291e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 412 (approx. per word bound = -3.982, relative change = 1.890e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 413 (approx. per word bound = -3.982, relative change = 2.490e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 414 (approx. per word bound = -3.982, relative change = 1.670e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ..........
## Recovering initialization...
## ..................
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -5.133)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.764, relative change = 7.190e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.630, relative change = 2.803e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.555, relative change = 1.615e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.501, relative change = 1.201e-02)
## Topic 1: polic, apr, guard, rebel, injur
## Topic 2: kill, r, secur, rebel, people’
## Topic 3: kurdish, pkk, attack, three, armi
## Topic 4: forc, people’, militari, offici, etkisiz
## Topic 5: --, defens, say, four, eight
## Topic 6: f, jun, nine, mine, civilian
## Topic 7: iraq, one, _f, member, provinc
## Topic 8: ankara, peopl, six, fight, eleven
## Topic 9: turkish, turkey, --, rebel, clash
## Topic 10: kill, terrorist, troop, anatolia, european
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.450, relative change = 1.127e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.413, relative change = 8.256e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.391, relative change = 5.092e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.372, relative change = 4.213e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.355, relative change = 3.929e-03)
## Topic 1: polic, apr, guard, injur, leav
## Topic 2: kill, r, rebel, secur, dead
## Topic 3: kurdish, pkk, attack, three, armi
## Topic 4: forc, people’, militari, offici, roj
## Topic 5: --, defens, say, four, eight
## Topic 6: f, jun, nine, sep, mine
## Topic 7: iraq, one, _f, air, member
## Topic 8: ankara, peopl, six, fight, ten
## Topic 9: turkish, turkey, --, rebel, clash
## Topic 10: kill, terrorist, troop, anatolia, european
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.340, relative change = 3.467e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.327, relative change = 2.922e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.315, relative change = 2.799e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.303, relative change = 2.841e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.291, relative change = 2.864e-03)
## Topic 1: polic, apr, guard, injur, leav
## Topic 2: kill, r, rebel, secur, dead
## Topic 3: kurdish, pkk, attack, three, armi
## Topic 4: forc, people’, offici, militari, roj
## Topic 5: --, defens, say, eight, turk
## Topic 6: f, jun, nine, sep, captur
## Topic 7: iraq, one, milit, air, strike
## Topic 8: ankara, peopl, terrorist, six, fight
## Topic 9: turkish, turkey, --, clash, rebel
## Topic 10: kill, troop, terrorist, anatolia, european
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.279, relative change = 2.798e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 17 (approx. per word bound = -4.267, relative change = 2.810e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.255, relative change = 2.610e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.245, relative change = 2.332e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.236, relative change = 2.172e-03)
## Topic 1: polic, apr, offici, guard, injur
## Topic 2: r, kill, rebel, secur, dead
## Topic 3: kurdish, attack, three, pkk, armi
## Topic 4: forc, people’, roj, view, full
## Topic 5: --, defens, say, turk, conflict
## Topic 6: f, jun, nine, sep, captur
## Topic 7: milit, iraq, pkk, one, militari
## Topic 8: ankara, terrorist, six, peopl, _f
## Topic 9: turkish, turkey, --, clash, kurd
## Topic 10: kill, troop, anatolia, european, terrorist
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.226, relative change = 2.317e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 22 (approx. per word bound = -4.217, relative change = 2.142e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.209, relative change = 1.899e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.201, relative change = 1.900e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.192, relative change = 2.158e-03)
## Topic 1: bomb, polic, apr, offici, guard
## Topic 2: r, kill, rebel, dead, secur
## Topic 3: kurdish, attack, three, violenc, armi
## Topic 4: forc, people’, roj, view, full
## Topic 5: --, defens, say, peopl, turk
## Topic 6: f, jun, nine, sep, captur
## Topic 7: milit, pkk, iraq, --, one
## Topic 8: ankara, terrorist, turkish, six, _f
## Topic 9: turkish, turkey, --, clash, kurd
## Topic 10: kill, troop, european, anatolia, twelv
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.182, relative change = 2.448e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 27 (approx. per word bound = -4.171, relative change = 2.699e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 28 (approx. per word bound = -4.160, relative change = 2.696e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 29 (approx. per word bound = -4.149, relative change = 2.515e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.140, relative change = 2.289e-03)
## Topic 1: bomb, polic, dead, apr, offici
## Topic 2: r, kill, rebel, say, dead
## Topic 3: kurdish, attack, three, violenc, armi
## Topic 4: forc, people’, roj, defens, view
## Topic 5: --, defens, peopl, turk, terörist
## Topic 6: f, nine, sep, captur, jun
## Topic 7: --, pkk, milit, iraq, militari
## Topic 8: ankara, terrorist, turkish, secur, anatolia
## Topic 9: turkey, turkish, clash, rebel, soldier
## Topic 10: kill, troop, european, one, anatolia
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 31 (approx. per word bound = -4.130, relative change = 2.193e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 32 (approx. per word bound = -4.122, relative change = 2.059e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 33 (approx. per word bound = -4.114, relative change = 1.922e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 34 (approx. per word bound = -4.107, relative change = 1.740e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.101, relative change = 1.523e-03)
## Topic 1: bomb, polic, dead, apr, offici
## Topic 2: r, kill, rebel, kurd, troop
## Topic 3: kurdish, attack, three, violenc, five
## Topic 4: forc, people’, defens, roj, view
## Topic 5: --, defens, peopl, turk, terörist
## Topic 6: f, nine, sep, captur, mine
## Topic 7: --, pkk, milit, turkish, iraq
## Topic 8: ankara, turkish, terrorist, clash, secur
## Topic 9: turkey, turkish, rebel, soldier, clash
## Topic 10: kill, european, one, troop, anatolia
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.095, relative change = 1.364e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 37 (approx. per word bound = -4.090, relative change = 1.315e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 38 (approx. per word bound = -4.085, relative change = 1.256e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.080, relative change = 1.023e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.077, relative change = 8.487e-04)
## Topic 1: bomb, polic, dead, offici, villag
## Topic 2: r, kill, rebel, kurd, troop
## Topic 3: kurdish, attack, three, five, violenc
## Topic 4: forc, people’, defens, roj, view
## Topic 5: --, defens, peopl, turk, terörist
## Topic 6: f, nine, captur, sep, mine
## Topic 7: --, pkk, turkish, milit, iraq
## Topic 8: ankara, turkish, terrorist, clash, anatolia
## Topic 9: turkey, turkish, rebel, soldier, clash
## Topic 10: kill, european, one, troop, dow
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.074, relative change = 7.482e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.071, relative change = 7.192e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.068, relative change = 6.973e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -4.065, relative change = 6.307e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.063, relative change = 5.135e-04)
## Topic 1: bomb, polic, dead, offici, villag
## Topic 2: r, kill, kurd, rebel, troop
## Topic 3: kurdish, attack, three, five, violenc
## Topic 4: forc, people’, defens, roj, view
## Topic 5: --, defens, peopl, turk, terörist
## Topic 6: f, nine, captur, mine, separatist
## Topic 7: --, pkk, turkish, milit, iraq
## Topic 8: ankara, turkish, terrorist, clash, anatolia
## Topic 9: turkey, turkish, rebel, soldier, clash
## Topic 10: kill, european, one, troop, dow
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.061, relative change = 5.199e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.059, relative change = 5.574e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -4.057, relative change = 5.347e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -4.055, relative change = 5.274e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.053, relative change = 4.837e-04)
## Topic 1: bomb, polic, dead, attack, offici
## Topic 2: r, kill, kurd, rebel, troop
## Topic 3: kurdish, three, attack, five, armi
## Topic 4: forc, defens, people’, roj, view
## Topic 5: --, peopl, defens, turk, terörist
## Topic 6: f, nine, captur, mine, separatist
## Topic 7: --, pkk, turkish, milit, iraq
## Topic 8: ankara, turkish, terrorist, clash, anatolia
## Topic 9: turkey, turkish, rebel, soldier, clash
## Topic 10: kill, european, one, troop, dow
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -4.051, relative change = 3.590e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -4.050, relative change = 3.507e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -4.048, relative change = 3.627e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -4.047, relative change = 3.892e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.045, relative change = 4.321e-04)
## Topic 1: bomb, polic, attack, dead, blast
## Topic 2: r, kill, kurd, rebel, troop
## Topic 3: kurdish, three, attack, five, armi
## Topic 4: forc, defens, people’, --, roj
## Topic 5: --, peopl, defens, turk, terörist
## Topic 6: f, nine, captur, separatist, day
## Topic 7: --, pkk, turkish, milit, iraq
## Topic 8: ankara, turkish, terrorist, clash, secur
## Topic 9: turkey, turkish, rebel, soldier, clash
## Topic 10: kill, european, one, troop, dow
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -4.043, relative change = 5.139e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -4.040, relative change = 6.650e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -4.038, relative change = 6.446e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -4.035, relative change = 5.981e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -4.033, relative change = 5.674e-04)
## Topic 1: bomb, attack, polic, dead, wound
## Topic 2: r, kill, kurd, rebel, troop
## Topic 3: kurdish, three, attack, five, armi
## Topic 4: forc, defens, people’, --, roj
## Topic 5: --, peopl, defens, turk, terörist
## Topic 6: f, nine, captur, separatist, day
## Topic 7: --, turkish, pkk, milit, iraq
## Topic 8: ankara, turkish, terrorist, clash, secur
## Topic 9: turkey, turkish, rebel, soldier, clash
## Topic 10: kill, european, one, troop, mine
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -4.031, relative change = 5.636e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -4.029, relative change = 5.411e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -4.027, relative change = 4.445e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -4.025, relative change = 3.665e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -4.024, relative change = 3.354e-04)
## Topic 1: attack, bomb, polic, dead, wound
## Topic 2: r, kill, kurd, rebel, troop
## Topic 3: kurdish, three, attack, five, armi
## Topic 4: forc, defens, people’, --, roj
## Topic 5: --, peopl, defens, turk, terörist
## Topic 6: f, nine, captur, separatist, eight
## Topic 7: --, turkish, pkk, milit, iraq
## Topic 8: ankara, turkish, terrorist, kill, clash
## Topic 9: turkey, turkish, rebel, soldier, clash
## Topic 10: kill, european, one, troop, mine
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -4.023, relative change = 3.146e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -4.022, relative change = 2.873e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -4.020, relative change = 2.749e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -4.019, relative change = 2.718e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -4.018, relative change = 2.729e-04)
## Topic 1: attack, bomb, polic, dead, wound
## Topic 2: r, kill, kurd, rebel, troop
## Topic 3: kurdish, three, attack, five, armi
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, defens, turk, terörist
## Topic 6: f, nine, captur, eight, separatist
## Topic 7: --, turkish, pkk, milit, iraq
## Topic 8: ankara, turkish, terrorist, kill, clash
## Topic 9: turkey, turkish, rebel, soldier, clash
## Topic 10: kill, european, one, troop, mine
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -4.017, relative change = 2.827e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -4.016, relative change = 2.990e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -4.015, relative change = 3.292e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -4.013, relative change = 3.622e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -4.012, relative change = 3.763e-04)
## Topic 1: attack, bomb, polic, dead, wound
## Topic 2: r, kill, kurd, rebel, troop
## Topic 3: kurdish, three, five, attack, armi
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, defens, turk, terörist
## Topic 6: f, nine, captur, separatist, eight
## Topic 7: --, turkish, milit, pkk, kill
## Topic 8: ankara, turkish, terrorist, kill, clash
## Topic 9: turkey, turkish, rebel, soldier, clash
## Topic 10: kill, european, one, troop, mine
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -4.010, relative change = 3.711e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -4.009, relative change = 3.431e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -4.007, relative change = 3.167e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -4.006, relative change = 3.060e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -4.005, relative change = 3.027e-04)
## Topic 1: attack, bomb, polic, wound, dead
## Topic 2: r, kill, kurd, rebel, troop
## Topic 3: kurdish, three, five, armi, attack
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, defens, turk, terörist
## Topic 6: f, nine, captur, separatist, eight
## Topic 7: --, turkish, milit, pkk, kill
## Topic 8: ankara, turkish, terrorist, kill, clash
## Topic 9: turkey, turkish, rebel, soldier, clash
## Topic 10: kill, european, one, troop, mine
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -4.004, relative change = 3.064e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 82 (approx. per word bound = -4.003, relative change = 2.484e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 83 (approx. per word bound = -4.002, relative change = 2.382e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 84 (approx. per word bound = -4.001, relative change = 2.517e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -4.000, relative change = 2.657e-04)
## Topic 1: attack, bomb, polic, wound, dead
## Topic 2: r, kill, kurd, rebel, troop
## Topic 3: kurdish, three, five, armi, violenc
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, turk, terörist, etkisiz
## Topic 6: f, nine, captur, separatist, eight
## Topic 7: --, turkish, milit, pkk, kill
## Topic 8: ankara, turkish, terrorist, kill, clash
## Topic 9: turkey, turkish, rebel, soldier, clash
## Topic 10: kill, european, one, troop, mine
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 86 (approx. per word bound = -3.999, relative change = 2.435e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 87 (approx. per word bound = -3.998, relative change = 2.090e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 88 (approx. per word bound = -3.997, relative change = 1.970e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 89 (approx. per word bound = -3.996, relative change = 1.941e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 90 (approx. per word bound = -3.996, relative change = 1.922e-04)
## Topic 1: attack, bomb, polic, wound, dead
## Topic 2: r, kill, kurd, rebel, troop
## Topic 3: kurdish, three, five, armi, violenc
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, turk, terörist, etkisiz
## Topic 6: f, nine, captur, turkish, separatist
## Topic 7: --, turkish, milit, pkk, kill
## Topic 8: ankara, turkish, terrorist, kill, clash
## Topic 9: turkey, turkish, rebel, soldier, clash
## Topic 10: kill, european, one, troop, mine
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 91 (approx. per word bound = -3.995, relative change = 2.147e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 92 (approx. per word bound = -3.994, relative change = 2.358e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 93 (approx. per word bound = -3.993, relative change = 1.892e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 94 (approx. per word bound = -3.992, relative change = 1.786e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -3.992, relative change = 1.782e-04)
## Topic 1: attack, bomb, polic, wound, --
## Topic 2: r, kill, kurd, rebel, turkey
## Topic 3: kurdish, three, five, armi, violenc
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, turk, terörist, etkisiz
## Topic 6: f, captur, nine, turkish, separatist
## Topic 7: --, turkish, milit, pkk, kill
## Topic 8: ankara, turkish, terrorist, kill, clash
## Topic 9: turkey, turkish, rebel, soldier, clash
## Topic 10: kill, european, one, troop, mine
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 96 (approx. per word bound = -3.991, relative change = 1.779e-04)
## ....................................................................................................
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## Completing Iteration 97 (approx. per word bound = -3.990, relative change = 1.777e-04)
## ....................................................................................................
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## Completing Iteration 98 (approx. per word bound = -3.990, relative change = 1.787e-04)
## ....................................................................................................
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## Completing Iteration 99 (approx. per word bound = -3.989, relative change = 1.806e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 100 (approx. per word bound = -3.988, relative change = 1.850e-04)
## Topic 1: attack, bomb, --, polic, turkey
## Topic 2: r, kill, kurd, rebel, turkey
## Topic 3: kurdish, three, five, armi, violenc
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, turk, terörist, etkisiz
## Topic 6: f, turkish, captur, nine, separatist
## Topic 7: --, turkish, milit, pkk, kill
## Topic 8: ankara, turkish, terrorist, kill, clash
## Topic 9: turkey, rebel, turkish, soldier, clash
## Topic 10: kill, european, one, troop, mine
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 101 (approx. per word bound = -3.987, relative change = 1.856e-04)
## ....................................................................................................
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## Completing Iteration 102 (approx. per word bound = -3.987, relative change = 1.779e-04)
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## Completing Iteration 103 (approx. per word bound = -3.986, relative change = 1.694e-04)
## ....................................................................................................
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## Completing Iteration 104 (approx. per word bound = -3.985, relative change = 1.585e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 105 (approx. per word bound = -3.985, relative change = 1.474e-04)
## Topic 1: attack, --, turkey, bomb, polic
## Topic 2: r, kill, kurd, rebel, turkey
## Topic 3: kurdish, three, five, armi, violenc
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, turk, terörist, etkisiz
## Topic 6: f, turkish, captur, nine, clash
## Topic 7: --, turkish, milit, kill, pkk
## Topic 8: ankara, turkish, kill, terrorist, secur
## Topic 9: turkey, rebel, turkish, soldier, clash
## Topic 10: kill, european, one, troop, mine
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 106 (approx. per word bound = -3.984, relative change = 1.397e-04)
## ....................................................................................................
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## Completing Iteration 107 (approx. per word bound = -3.984, relative change = 1.335e-04)
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## Completing Iteration 108 (approx. per word bound = -3.983, relative change = 1.313e-04)
## ....................................................................................................
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## Completing Iteration 109 (approx. per word bound = -3.983, relative change = 1.338e-04)
## ....................................................................................................
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## Completing Iteration 110 (approx. per word bound = -3.982, relative change = 1.372e-04)
## Topic 1: attack, --, turkey, bomb, polic
## Topic 2: r, kill, kurd, rebel, turkey
## Topic 3: kurdish, three, five, armi, violenc
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, turk, terörist, etkisiz
## Topic 6: f, turkish, captur, clash, nine
## Topic 7: --, turkish, milit, kill, pkk
## Topic 8: ankara, turkish, kill, terrorist, forc
## Topic 9: turkey, rebel, turkish, soldier, clash
## Topic 10: kill, european, one, troop, mine
## ....................................................................................................
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## Completing Iteration 111 (approx. per word bound = -3.981, relative change = 1.368e-04)
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## Completing Iteration 112 (approx. per word bound = -3.981, relative change = 1.207e-04)
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## Completing Iteration 113 (approx. per word bound = -3.981, relative change = 1.147e-04)
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## Completing Iteration 114 (approx. per word bound = -3.980, relative change = 1.168e-04)
## ....................................................................................................
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## Completing Iteration 115 (approx. per word bound = -3.980, relative change = 1.152e-04)
## Topic 1: attack, --, turkey, bomb, polic
## Topic 2: r, kill, kurd, rebel, turkey
## Topic 3: kurdish, three, five, armi, violenc
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, turk, terörist, etkisiz
## Topic 6: f, turkish, clash, captur, nine
## Topic 7: --, turkish, kill, milit, pkk
## Topic 8: ankara, turkish, kill, terrorist, forc
## Topic 9: rebel, turkey, turkish, soldier, clash
## Topic 10: kill, european, one, troop, two
## ....................................................................................................
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## Completing Iteration 116 (approx. per word bound = -3.979, relative change = 1.180e-04)
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## Completing Iteration 117 (approx. per word bound = -3.979, relative change = 1.325e-04)
## ....................................................................................................
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## Completing Iteration 118 (approx. per word bound = -3.978, relative change = 1.295e-04)
## ....................................................................................................
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## Completing Iteration 119 (approx. per word bound = -3.978, relative change = 1.163e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 120 (approx. per word bound = -3.977, relative change = 1.146e-04)
## Topic 1: attack, --, turkey, bomb, polic
## Topic 2: r, kill, kurd, rebel, turkey
## Topic 3: kurdish, three, five, armi, violenc
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, turk, terörist, etkisiz
## Topic 6: f, turkish, clash, captur, nine
## Topic 7: --, turkish, kill, milit, pkk
## Topic 8: ankara, kill, turkish, terrorist, forc
## Topic 9: rebel, turkish, turkey, soldier, clash
## Topic 10: kill, european, two, one, troop
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 121 (approx. per word bound = -3.977, relative change = 1.089e-04)
## ....................................................................................................
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## Completing Iteration 122 (approx. per word bound = -3.976, relative change = 9.970e-05)
## ....................................................................................................
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## Completing Iteration 123 (approx. per word bound = -3.976, relative change = 9.564e-05)
## ....................................................................................................
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## Completing Iteration 124 (approx. per word bound = -3.976, relative change = 9.467e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 125 (approx. per word bound = -3.975, relative change = 9.454e-05)
## Topic 1: --, attack, turkey, bomb, polic
## Topic 2: r, kill, kurd, rebel, turkey
## Topic 3: kurdish, three, five, armi, violenc
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, turk, terörist, etkisiz
## Topic 6: f, turkish, clash, captur, nine
## Topic 7: --, turkish, kill, milit, pkk
## Topic 8: ankara, kill, turkish, terrorist, forc
## Topic 9: rebel, turkish, turkey, soldier, clash
## Topic 10: kill, european, two, one, troop
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 126 (approx. per word bound = -3.975, relative change = 9.552e-05)
## ....................................................................................................
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## Completing Iteration 127 (approx. per word bound = -3.974, relative change = 1.001e-04)
## ....................................................................................................
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## Completing Iteration 128 (approx. per word bound = -3.974, relative change = 1.024e-04)
## ....................................................................................................
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## Completing Iteration 129 (approx. per word bound = -3.974, relative change = 9.953e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 130 (approx. per word bound = -3.973, relative change = 1.240e-04)
## Topic 1: --, attack, turkey, bomb, polic
## Topic 2: r, kill, kurd, turkey, rebel
## Topic 3: kurdish, three, five, armi, violenc
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, turk, terörist, etkisiz
## Topic 6: f, turkish, clash, captur, nine
## Topic 7: --, turkish, kill, milit, pkk
## Topic 8: ankara, kill, turkish, terrorist, forc
## Topic 9: rebel, turkish, turkey, clash, soldier
## Topic 10: kill, european, two, one, troop
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 131 (approx. per word bound = -3.972, relative change = 1.724e-04)
## ....................................................................................................
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## Completing Iteration 132 (approx. per word bound = -3.972, relative change = 9.198e-05)
## ....................................................................................................
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## Completing Iteration 133 (approx. per word bound = -3.972, relative change = 8.873e-05)
## ....................................................................................................
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## Completing Iteration 134 (approx. per word bound = -3.971, relative change = 8.742e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 135 (approx. per word bound = -3.971, relative change = 8.670e-05)
## Topic 1: --, attack, turkey, bomb, polic
## Topic 2: r, kill, kurd, turkey, rebel
## Topic 3: kurdish, three, five, armi, violenc
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, turk, terörist, etkisiz
## Topic 6: f, turkish, clash, captur, nine
## Topic 7: --, turkish, kill, milit, pkk
## Topic 8: ankara, kill, turkish, terrorist, forc
## Topic 9: rebel, turkish, turkey, clash, soldier
## Topic 10: kill, european, two, one, troop
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 136 (approx. per word bound = -3.971, relative change = 8.665e-05)
## ....................................................................................................
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## Completing Iteration 137 (approx. per word bound = -3.970, relative change = 8.706e-05)
## ....................................................................................................
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## Completing Iteration 138 (approx. per word bound = -3.970, relative change = 8.761e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 139 (approx. per word bound = -3.970, relative change = 8.918e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 140 (approx. per word bound = -3.969, relative change = 9.156e-05)
## Topic 1: --, attack, turkey, bomb, polic
## Topic 2: r, kill, kurd, turkey, rebel
## Topic 3: kurdish, three, five, violenc, armi
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, turk, terörist, etkisiz
## Topic 6: f, turkish, clash, captur, nine
## Topic 7: --, turkish, kill, milit, pkk
## Topic 8: ankara, kill, terrorist, turkish, forc
## Topic 9: rebel, turkish, turkey, clash, soldier
## Topic 10: kill, two, european, one, troop
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 141 (approx. per word bound = -3.969, relative change = 9.090e-05)
## ....................................................................................................
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## Completing Iteration 142 (approx. per word bound = -3.969, relative change = 8.746e-05)
## ....................................................................................................
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## Completing Iteration 143 (approx. per word bound = -3.968, relative change = 8.357e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 144 (approx. per word bound = -3.968, relative change = 7.900e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 145 (approx. per word bound = -3.968, relative change = 7.344e-05)
## Topic 1: --, attack, turkey, bomb, polic
## Topic 2: r, kill, turkey, kurd, rebel
## Topic 3: kurdish, three, five, violenc, policeman
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, turk, terörist, etkisiz
## Topic 6: f, turkish, clash, captur, nine
## Topic 7: --, turkish, kill, milit, pkk
## Topic 8: ankara, kill, terrorist, turkish, anatolia
## Topic 9: rebel, turkish, turkey, clash, soldier
## Topic 10: kill, two, european, troop, one
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 146 (approx. per word bound = -3.967, relative change = 7.068e-05)
## ....................................................................................................
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## Completing Iteration 147 (approx. per word bound = -3.967, relative change = 6.983e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 148 (approx. per word bound = -3.967, relative change = 7.442e-05)
## ....................................................................................................
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## Completing Iteration 149 (approx. per word bound = -3.966, relative change = 8.208e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 150 (approx. per word bound = -3.966, relative change = 7.728e-05)
## Topic 1: --, attack, turkey, bomb, polic
## Topic 2: r, kill, turkey, kurd, rebel
## Topic 3: kurdish, three, five, violenc, policeman
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, turk, terörist, etkisiz
## Topic 6: f, turkish, clash, captur, separatist
## Topic 7: --, turkish, kill, milit, pkk
## Topic 8: ankara, kill, terrorist, turkish, anatolia
## Topic 9: rebel, turkish, turkey, clash, soldier
## Topic 10: kill, two, european, troop, one
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 151 (approx. per word bound = -3.966, relative change = 6.869e-05)
## ....................................................................................................
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## Completing Iteration 152 (approx. per word bound = -3.966, relative change = 6.551e-05)
## ....................................................................................................
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## Completing Iteration 153 (approx. per word bound = -3.965, relative change = 6.363e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 154 (approx. per word bound = -3.965, relative change = 6.425e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 155 (approx. per word bound = -3.965, relative change = 6.341e-05)
## Topic 1: --, attack, turkey, bomb, polic
## Topic 2: r, kill, turkey, kurd, rebel
## Topic 3: kurdish, three, five, violenc, policeman
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, turk, terörist, etkisiz
## Topic 6: f, turkish, clash, captur, separatist
## Topic 7: --, turkish, kill, milit, pkk
## Topic 8: ankara, kill, terrorist, turkish, anatolia
## Topic 9: rebel, turkish, clash, turkey, soldier
## Topic 10: kill, two, european, troop, secur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 156 (approx. per word bound = -3.965, relative change = 6.466e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 157 (approx. per word bound = -3.964, relative change = 6.723e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 158 (approx. per word bound = -3.964, relative change = 6.931e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 159 (approx. per word bound = -3.964, relative change = 6.670e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 160 (approx. per word bound = -3.964, relative change = 6.027e-05)
## Topic 1: --, attack, turkey, bomb, polic
## Topic 2: r, kill, turkey, kurd, rebel
## Topic 3: kurdish, three, five, violenc, policeman
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, turk, terörist, etkisiz
## Topic 6: f, turkish, clash, captur, separatist
## Topic 7: --, turkish, kill, milit, pkk
## Topic 8: ankara, kill, terrorist, turkish, anatolia
## Topic 9: rebel, turkish, clash, turkey, soldier
## Topic 10: kill, two, european, troop, secur
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 161 (approx. per word bound = -3.963, relative change = 5.441e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 162 (approx. per word bound = -3.963, relative change = 5.182e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 163 (approx. per word bound = -3.963, relative change = 5.099e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 164 (approx. per word bound = -3.963, relative change = 5.116e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 165 (approx. per word bound = -3.963, relative change = 5.224e-05)
## Topic 1: --, attack, turkey, bomb, polic
## Topic 2: r, kill, turkey, kurd, rebel
## Topic 3: kurdish, three, five, violenc, policeman
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, turk, terörist, etkisiz
## Topic 6: f, turkish, clash, captur, separatist
## Topic 7: --, turkish, kill, milit, pkk
## Topic 8: ankara, kill, terrorist, turkish, anatolia
## Topic 9: rebel, turkish, clash, turkey, soldier
## Topic 10: kill, two, european, troop, soldier
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 166 (approx. per word bound = -3.962, relative change = 5.382e-05)
## ....................................................................................................
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## Completing Iteration 167 (approx. per word bound = -3.962, relative change = 5.497e-05)
## ....................................................................................................
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## Completing Iteration 168 (approx. per word bound = -3.962, relative change = 5.512e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 169 (approx. per word bound = -3.962, relative change = 5.617e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 170 (approx. per word bound = -3.961, relative change = 5.840e-05)
## Topic 1: --, attack, turkey, bomb, polic
## Topic 2: r, kill, turkey, kurd, rebel
## Topic 3: kurdish, three, five, violenc, policeman
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, turk, terörist, etkisiz
## Topic 6: f, turkish, clash, captur, separatist
## Topic 7: --, turkish, kill, milit, pkk
## Topic 8: ankara, kill, terrorist, turkish, forc
## Topic 9: rebel, turkish, clash, turkey, soldier
## Topic 10: kill, two, european, soldier, secur
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 171 (approx. per word bound = -3.961, relative change = 6.193e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 172 (approx. per word bound = -3.961, relative change = 6.687e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 173 (approx. per word bound = -3.961, relative change = 1.075e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 174 (approx. per word bound = -3.960, relative change = 1.668e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 175 (approx. per word bound = -3.960, relative change = 6.900e-05)
## Topic 1: --, attack, turkey, bomb, polic
## Topic 2: r, kill, turkey, kurd, rebel
## Topic 3: kurdish, three, five, violenc, policeman
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, turk, terörist, etkisiz
## Topic 6: f, turkish, clash, captur, separatist
## Topic 7: --, turkish, kill, milit, pkk
## Topic 8: ankara, kill, terrorist, turkish, forc
## Topic 9: rebel, turkish, clash, turkey, soldier
## Topic 10: kill, european, two, soldier, secur
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 176 (approx. per word bound = -3.959, relative change = 6.843e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 177 (approx. per word bound = -3.959, relative change = 6.434e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 178 (approx. per word bound = -3.959, relative change = 6.314e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 179 (approx. per word bound = -3.959, relative change = 6.628e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 180 (approx. per word bound = -3.958, relative change = 7.180e-05)
## Topic 1: --, attack, turkey, bomb, polic
## Topic 2: r, kill, turkey, kurd, rebel
## Topic 3: kurdish, three, five, violenc, policeman
## Topic 4: forc, defens, --, people’, roj
## Topic 5: --, peopl, turk, terörist, etkisiz
## Topic 6: f, turkish, clash, captur, separatist
## Topic 7: --, turkish, kill, milit, pkk
## Topic 8: ankara, kill, terrorist, turkish, forc
## Topic 9: rebel, turkish, clash, turkey, soldier
## Topic 10: kill, soldier, european, two, --
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 181 (approx. per word bound = -3.958, relative change = 8.162e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 182 (approx. per word bound = -3.958, relative change = 5.804e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ...........
## Recovering initialization...
## ..................
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -5.246)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.840, relative change = 7.747e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.691, relative change = 3.087e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.609, relative change = 1.749e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.556, relative change = 1.131e-02)
## Topic 1: two, pkk, offic, blast, captur
## Topic 2: turkey, secur, three, peopl, violenc
## Topic 3: anatolia, wound, civilian, mine, target
## Topic 4: turkish, eight, violenc, iraqi, roj
## Topic 5: forc, milit, die, terörist, injur
## Topic 6: terrorist, people’, bomb, seven, jun
## Topic 7: rebel, kurdish, european, kill, apr
## Topic 8: defens, oper, strike, air, getirildi
## Topic 9: --, r, clash, ankara, kurd
## Topic 10: kill, r, ten, provinc, border
## Topic 11: soldier, rebel, attack, r, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.520, relative change = 8.074e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.491, relative change = 6.407e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.468, relative change = 5.154e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.444, relative change = 5.283e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.419, relative change = 5.669e-03)
## Topic 1: two, pkk, offic, blast, captur
## Topic 2: turkey, secur, three, violenc, offici
## Topic 3: anatolia, wound, civilian, mine, target
## Topic 4: turkish, eight, iraqi, roj, sputnik
## Topic 5: forc, milit, die, terörist, ozgur
## Topic 6: terrorist, people’, seven, bomb, jun
## Topic 7: rebel, kurdish, european, kill, apr
## Topic 8: defens, --, peopl, oper, strike
## Topic 9: --, clash, r, ankara, kurd
## Topic 10: kill, r, ten, provinc, border
## Topic 11: soldier, attack, four, five, r
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.399, relative change = 4.391e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.384, relative change = 3.410e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.371, relative change = 3.028e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.359, relative change = 2.740e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.349, relative change = 2.420e-03)
## Topic 1: two, pkk, offic, blast, captur
## Topic 2: turkey, secur, three, violenc, offici
## Topic 3: anatolia, wound, civilian, mine, target
## Topic 4: turkish, eight, iraqi, roj, fourteen
## Topic 5: forc, milit, die, sputnik, ozgur
## Topic 6: terrorist, people’, seven, bomb, jun
## Topic 7: rebel, kurdish, european, kill, apr
## Topic 8: --, defens, peopl, strike, air
## Topic 9: --, clash, ankara, kurd, r
## Topic 10: kill, r, ten, provinc, border
## Topic 11: soldier, attack, four, five, militari
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.339, relative change = 2.168e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.331, relative change = 1.851e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.323, relative change = 1.825e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.315, relative change = 1.910e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.306, relative change = 2.106e-03)
## Topic 1: two, pkk, one, offic, blast
## Topic 2: turkey, secur, three, violenc, offici
## Topic 3: anatolia, wound, civilian, mine, target
## Topic 4: turkish, eight, roj, fourteen, thirteen
## Topic 5: forc, milit, iraq, sputnik, cr
## Topic 6: terrorist, people’, seven, bomb, jun
## Topic 7: rebel, kurdish, european, kill, oper
## Topic 8: --, defens, people’, peopl, strike
## Topic 9: --, clash, ankara, kurd, r
## Topic 10: kill, r, ten, provinc, border
## Topic 11: soldier, attack, four, five, militari
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.297, relative change = 2.159e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.288, relative change = 2.001e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.281, relative change = 1.678e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.275, relative change = 1.433e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.269, relative change = 1.383e-03)
## Topic 1: two, pkk, one, polic, offic
## Topic 2: turkey, secur, three, violenc, offici
## Topic 3: anatolia, --, wound, civilian, mine
## Topic 4: turkish, eight, roj, fourteen, thirteen
## Topic 5: forc, milit, iraq, --, sputnik
## Topic 6: terrorist, seven, bomb, jun, oper
## Topic 7: rebel, kurdish, european, kill, oper
## Topic 8: --, defens, people’, peopl, strike
## Topic 9: clash, --, ankara, kurd, troop
## Topic 10: kill, r, ten, provinc, border
## Topic 11: soldier, attack, four, five, militari
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.262, relative change = 1.485e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.255, relative change = 1.734e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.247, relative change = 1.960e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.239, relative change = 1.875e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.232, relative change = 1.632e-03)
## Topic 1: two, pkk, --, one, bomb
## Topic 2: turkey, secur, three, violenc, peopl
## Topic 3: --, anatolia, wound, civilian, mine
## Topic 4: turkish, eight, roj, fourteen, thirteen
## Topic 5: forc, milit, iraq, --, sputnik
## Topic 6: terrorist, seven, jun, oper, apr
## Topic 7: rebel, kurdish, kill, european, oper
## Topic 8: --, defens, people’, peopl, strike
## Topic 9: clash, ankara, kurd, troop, say
## Topic 10: kill, r, ten, week, sweep
## Topic 11: soldier, attack, four, five, militari
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.226, relative change = 1.404e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.221, relative change = 1.246e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.216, relative change = 1.121e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.212, relative change = 9.707e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.208, relative change = 9.016e-04)
## Topic 1: two, pkk, --, one, bomb
## Topic 2: turkey, secur, three, violenc, peopl
## Topic 3: --, anatolia, wound, civilian, mine
## Topic 4: turkish, eight, roj, fourteen, thirteen
## Topic 5: forc, milit, iraq, --, sputnik
## Topic 6: terrorist, seven, jun, apr, _f
## Topic 7: rebel, kurdish, kill, oper, die
## Topic 8: --, defens, people’, peopl, strike
## Topic 9: clash, ankara, kurd, troop, r
## Topic 10: kill, r, ten, week, sweep
## Topic 11: soldier, attack, four, european, five
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.204, relative change = 9.202e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.200, relative change = 9.450e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.196, relative change = 9.627e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.192, relative change = 9.916e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.188, relative change = 1.031e-03)
## Topic 1: two, --, pkk, one, bomb
## Topic 2: turkey, secur, three, violenc, peopl
## Topic 3: --, anatolia, wound, offici, civilian
## Topic 4: turkish, eight, roj, fourteen, thirteen
## Topic 5: forc, milit, iraq, --, sputnik
## Topic 6: terrorist, jun, _f, apr, oper
## Topic 7: rebel, kurdish, kill, oper, die
## Topic 8: --, defens, people’, peopl, strike
## Topic 9: clash, ankara, kurd, troop, r
## Topic 10: kill, r, ten, week, seven
## Topic 11: soldier, attack, european, four, five
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.183, relative change = 1.025e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.178, relative change = 1.179e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.172, relative change = 1.455e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -4.166, relative change = 1.604e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.159, relative change = 1.494e-03)
## Topic 1: two, --, pkk, one, bomb
## Topic 2: turkey, secur, three, violenc, peopl
## Topic 3: --, anatolia, wound, offici, civilian
## Topic 4: turkish, eight, roj, fourteen, thirteen
## Topic 5: forc, iraq, milit, --, sputnik
## Topic 6: terrorist, ankara, f, jun, _f
## Topic 7: rebel, kurdish, kill, die, oper
## Topic 8: --, defens, people’, forc, peopl
## Topic 9: clash, kurd, ankara, troop, r
## Topic 10: kill, r, ten, week, seven
## Topic 11: soldier, attack, european, four, milit
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.154, relative change = 1.367e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.147, relative change = 1.503e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -4.140, relative change = 1.774e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -4.133, relative change = 1.813e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.126, relative change = 1.592e-03)
## Topic 1: two, --, pkk, one, bomb
## Topic 2: turkey, three, violenc, secur, peopl
## Topic 3: --, anatolia, wound, offici, civilian
## Topic 4: turkish, eight, roj, fourteen, thirteen
## Topic 5: forc, iraq, milit, --, iraqi
## Topic 6: ankara, terrorist, f, secur, anatolia
## Topic 7: rebel, kurdish, kill, die, seven
## Topic 8: --, defens, forc, people’, peopl
## Topic 9: clash, kurd, r, troop, say
## Topic 10: kill, r, ten, week, seven
## Topic 11: soldier, attack, european, four, milit
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -4.121, relative change = 1.277e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -4.116, relative change = 1.035e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -4.113, relative change = 7.901e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -4.111, relative change = 6.356e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.108, relative change = 6.975e-04)
## Topic 1: two, --, pkk, one, bomb
## Topic 2: turkey, three, violenc, secur, peopl
## Topic 3: --, wound, offici, civilian, mine
## Topic 4: turkish, eight, roj, fourteen, thirteen
## Topic 5: forc, iraq, milit, pkk, --
## Topic 6: ankara, terrorist, f, anatolia, secur
## Topic 7: rebel, kurdish, kill, die, seven
## Topic 8: --, defens, forc, people’, peopl
## Topic 9: clash, kurd, r, troop, say
## Topic 10: kill, r, ten, week, seven
## Topic 11: soldier, attack, european, four, milit
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -4.105, relative change = 7.191e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -4.101, relative change = 8.454e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -4.097, relative change = 1.007e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -4.094, relative change = 8.774e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -4.091, relative change = 7.088e-04)
## Topic 1: two, --, pkk, one, bomb
## Topic 2: turkey, three, violenc, secur, peopl
## Topic 3: --, wound, mine, civilian, offici
## Topic 4: turkish, eight, roj, fourteen, thirteen
## Topic 5: iraq, forc, milit, --, pkk
## Topic 6: ankara, terrorist, f, anatolia, secur
## Topic 7: rebel, kurdish, kill, die, seven
## Topic 8: --, defens, forc, people’, peopl
## Topic 9: clash, kurd, r, troop, say
## Topic 10: kill, r, ten, raid, ambush
## Topic 11: soldier, attack, european, four, milit
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -4.088, relative change = 7.319e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -4.085, relative change = 7.646e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -4.082, relative change = 5.971e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -4.080, relative change = 5.926e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -4.077, relative change = 6.284e-04)
## Topic 1: two, pkk, --, one, bomb
## Topic 2: turkey, three, violenc, secur, peopl
## Topic 3: --, wound, mine, civilian, offici
## Topic 4: turkish, eight, roj, thirteen, fourteen
## Topic 5: iraq, --, milit, pkk, strike
## Topic 6: ankara, terrorist, f, forc, anatolia
## Topic 7: rebel, kurdish, kill, die, seven
## Topic 8: --, forc, defens, people’, peopl
## Topic 9: clash, kurd, r, troop, say
## Topic 10: kill, r, ten, ambush, raid
## Topic 11: soldier, attack, european, milit, --
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -4.075, relative change = 5.860e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -4.073, relative change = 5.338e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -4.071, relative change = 4.962e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -4.069, relative change = 4.749e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -4.067, relative change = 4.509e-04)
## Topic 1: two, pkk, one, --, bomb
## Topic 2: turkey, three, violenc, peopl, secur
## Topic 3: --, wound, kill, mine, civilian
## Topic 4: turkish, eight, roj, thirteen, fourteen
## Topic 5: --, iraq, milit, pkk, strike
## Topic 6: ankara, terrorist, f, forc, secur
## Topic 7: rebel, kurdish, kill, die, seven
## Topic 8: --, forc, defens, people’, peopl
## Topic 9: clash, r, kurd, troop, say
## Topic 10: kill, r, ten, ambush, raid
## Topic 11: soldier, attack, european, --, milit
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -4.065, relative change = 4.440e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -4.063, relative change = 4.569e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -4.061, relative change = 4.772e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -4.059, relative change = 4.350e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -4.058, relative change = 3.867e-04)
## Topic 1: two, pkk, kill, one, bomb
## Topic 2: turkey, three, violenc, peopl, secur
## Topic 3: --, kill, wound, mine, civilian
## Topic 4: turkish, eight, roj, thirteen, fourteen
## Topic 5: --, iraq, milit, pkk, kurdish
## Topic 6: ankara, terrorist, f, forc, secur
## Topic 7: rebel, kurdish, die, kill, seven
## Topic 8: --, forc, defens, people’, peopl
## Topic 9: clash, r, kurd, troop, say
## Topic 10: kill, r, ten, ambush, raid
## Topic 11: soldier, attack, european, --, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -4.056, relative change = 3.641e-04)
## ....................................................................................................
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## Completing Iteration 77 (approx. per word bound = -4.055, relative change = 3.612e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 78 (approx. per word bound = -4.053, relative change = 3.687e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 79 (approx. per word bound = -4.052, relative change = 3.831e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 80 (approx. per word bound = -4.050, relative change = 4.116e-04)
## Topic 1: two, pkk, kill, one, bomb
## Topic 2: turkey, three, violenc, peopl, insurg
## Topic 3: --, kill, wound, milit, mine
## Topic 4: turkish, eight, roj, thirteen, fourteen
## Topic 5: --, iraq, milit, pkk, kurdish
## Topic 6: ankara, terrorist, f, forc, secur
## Topic 7: rebel, kurdish, die, kill, seven
## Topic 8: --, forc, defens, people’, peopl
## Topic 9: clash, r, kurd, troop, say
## Topic 10: kill, r, ten, ambush, raid
## Topic 11: soldier, attack, european, --, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 81 (approx. per word bound = -4.049, relative change = 3.679e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 82 (approx. per word bound = -4.047, relative change = 3.317e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 83 (approx. per word bound = -4.046, relative change = 3.801e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 84 (approx. per word bound = -4.044, relative change = 3.941e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -4.043, relative change = 3.527e-04)
## Topic 1: two, pkk, kill, one, bomb
## Topic 2: turkey, three, violenc, peopl, insurg
## Topic 3: --, kill, milit, mine, offici
## Topic 4: turkish, eight, roj, thirteen, kurdistan
## Topic 5: --, iraq, milit, pkk, kurdish
## Topic 6: ankara, terrorist, f, forc, secur
## Topic 7: rebel, kurdish, die, seven, kill
## Topic 8: --, forc, defens, people’, peopl
## Topic 9: clash, r, kurd, troop, say
## Topic 10: kill, r, ten, ambush, five
## Topic 11: soldier, attack, european, four, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 86 (approx. per word bound = -4.041, relative change = 4.058e-04)
## ....................................................................................................
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## Completing Iteration 87 (approx. per word bound = -4.040, relative change = 3.831e-04)
## ....................................................................................................
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## Completing Iteration 88 (approx. per word bound = -4.038, relative change = 3.620e-04)
## ....................................................................................................
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## Completing Iteration 89 (approx. per word bound = -4.037, relative change = 3.717e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 90 (approx. per word bound = -4.035, relative change = 3.631e-04)
## Topic 1: two, pkk, kill, one, bomb
## Topic 2: turkey, violenc, three, peopl, insurg
## Topic 3: --, kill, milit, mine, offici
## Topic 4: turkish, eight, roj, thirteen, copenhagen-bas
## Topic 5: --, iraq, milit, kurdish, kill
## Topic 6: ankara, terrorist, f, forc, secur
## Topic 7: rebel, kurdish, die, seven, kill
## Topic 8: --, forc, defens, people’, peopl
## Topic 9: clash, r, kurd, troop, say
## Topic 10: kill, r, five, ten, ambush
## Topic 11: soldier, attack, european, four, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 91 (approx. per word bound = -4.034, relative change = 3.093e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 92 (approx. per word bound = -4.033, relative change = 2.595e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 93 (approx. per word bound = -4.032, relative change = 2.326e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 94 (approx. per word bound = -4.031, relative change = 2.286e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -4.030, relative change = 2.252e-04)
## Topic 1: two, pkk, kill, one, bomb
## Topic 2: turkey, violenc, three, peopl, insurg
## Topic 3: --, kill, milit, mine, offici
## Topic 4: turkish, eight, roj, thirteen, copenhagen-bas
## Topic 5: --, iraq, milit, kill, kurdish
## Topic 6: ankara, terrorist, kill, f, forc
## Topic 7: rebel, kurdish, die, seven, med
## Topic 8: --, forc, defens, people’, peopl
## Topic 9: clash, r, kurd, troop, say
## Topic 10: kill, r, five, ten, ambush
## Topic 11: soldier, european, attack, three, four
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 96 (approx. per word bound = -4.029, relative change = 2.096e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 97 (approx. per word bound = -4.028, relative change = 1.919e-04)
## ....................................................................................................
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## Completing Iteration 98 (approx. per word bound = -4.028, relative change = 1.766e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 99 (approx. per word bound = -4.027, relative change = 1.597e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 100 (approx. per word bound = -4.027, relative change = 1.424e-04)
## Topic 1: two, pkk, kill, one, attack
## Topic 2: turkey, violenc, three, peopl, insurg
## Topic 3: --, kill, milit, mine, offici
## Topic 4: turkish, eight, roj, thirteen, copenhagen-bas
## Topic 5: --, milit, iraq, kill, kurdish
## Topic 6: ankara, terrorist, kill, f, forc
## Topic 7: rebel, kurdish, die, seven, med
## Topic 8: --, forc, defens, people’, peopl
## Topic 9: clash, kurd, r, troop, say
## Topic 10: kill, r, five, ten, ambush
## Topic 11: soldier, european, attack, three, four
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 101 (approx. per word bound = -4.026, relative change = 1.348e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 102 (approx. per word bound = -4.025, relative change = 1.394e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 103 (approx. per word bound = -4.025, relative change = 1.545e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 104 (approx. per word bound = -4.024, relative change = 1.527e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 105 (approx. per word bound = -4.024, relative change = 1.506e-04)
## Topic 1: two, pkk, attack, one, kill
## Topic 2: turkey, violenc, three, peopl, insurg
## Topic 3: --, kill, milit, mine, offici
## Topic 4: turkish, eight, roj, thirteen, copenhagen-bas
## Topic 5: --, milit, iraq, kill, kurdish
## Topic 6: ankara, terrorist, kill, f, forc
## Topic 7: rebel, kurdish, die, seven, med
## Topic 8: --, forc, defens, people’, peopl
## Topic 9: clash, kurd, r, troop, say
## Topic 10: kill, r, five, ten, ambush
## Topic 11: soldier, european, three, attack, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 106 (approx. per word bound = -4.023, relative change = 1.859e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 107 (approx. per word bound = -4.022, relative change = 1.928e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 108 (approx. per word bound = -4.021, relative change = 1.441e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 109 (approx. per word bound = -4.021, relative change = 1.368e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 110 (approx. per word bound = -4.020, relative change = 1.320e-04)
## Topic 1: two, pkk, attack, one, bomb
## Topic 2: turkey, violenc, three, peopl, insurg
## Topic 3: --, kill, milit, offici, suspect
## Topic 4: turkish, eight, roj, thirteen, copenhagen-bas
## Topic 5: --, milit, iraq, kill, kurdish
## Topic 6: ankara, terrorist, kill, f, forc
## Topic 7: rebel, kurdish, die, seven, med
## Topic 8: --, forc, defens, people’, peopl
## Topic 9: clash, kurd, r, troop, say
## Topic 10: kill, r, five, ambush, ten
## Topic 11: soldier, european, three, attack, four
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 111 (approx. per word bound = -4.020, relative change = 8.726e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 112 (approx. per word bound = -4.020, relative change = 1.114e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 113 (approx. per word bound = -4.019, relative change = 1.088e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 114 (approx. per word bound = -4.019, relative change = 1.103e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 115 (approx. per word bound = -4.018, relative change = 1.244e-04)
## Topic 1: two, pkk, attack, one, bomb
## Topic 2: turkey, violenc, three, peopl, insurg
## Topic 3: --, kill, milit, offici, european
## Topic 4: turkish, eight, roj, thirteen, copenhagen-bas
## Topic 5: --, milit, iraq, kurdish, kill
## Topic 6: ankara, terrorist, kill, f, forc
## Topic 7: rebel, kurdish, die, seven, med
## Topic 8: --, forc, defens, people’, peopl
## Topic 9: clash, kurd, r, troop, say
## Topic 10: kill, r, five, ambush, ten
## Topic 11: soldier, three, european, attack, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 116 (approx. per word bound = -4.018, relative change = 1.393e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 117 (approx. per word bound = -4.017, relative change = 1.171e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 118 (approx. per word bound = -4.017, relative change = 1.347e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 119 (approx. per word bound = -4.016, relative change = 1.711e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 120 (approx. per word bound = -4.015, relative change = 1.661e-04)
## Topic 1: two, attack, pkk, one, bomb
## Topic 2: turkey, violenc, peopl, three, die
## Topic 3: --, kill, milit, european, offici
## Topic 4: turkish, eight, roj, thirteen, copenhagen-bas
## Topic 5: --, milit, iraq, kurdish, kill
## Topic 6: ankara, terrorist, kill, f, forc
## Topic 7: rebel, kurdish, die, seven, med
## Topic 8: --, forc, defens, people’, peopl
## Topic 9: clash, kurd, r, troop, say
## Topic 10: kill, r, five, ambush, ten
## Topic 11: soldier, three, european, four, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 121 (approx. per word bound = -4.015, relative change = 1.705e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 122 (approx. per word bound = -4.014, relative change = 1.880e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 123 (approx. per word bound = -4.013, relative change = 1.937e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 124 (approx. per word bound = -4.012, relative change = 1.841e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 125 (approx. per word bound = -4.012, relative change = 1.755e-04)
## Topic 1: two, attack, pkk, one, bomb
## Topic 2: turkey, violenc, peopl, three, die
## Topic 3: --, kill, european, milit, offici
## Topic 4: turkish, eight, roj, thirteen, copenhagen-bas
## Topic 5: --, iraq, milit, kurdish, kill
## Topic 6: ankara, terrorist, kill, f, forc
## Topic 7: rebel, kurdish, die, seven, med
## Topic 8: --, forc, defens, people’, peopl
## Topic 9: clash, kurd, r, troop, say
## Topic 10: kill, r, five, ambush, ten
## Topic 11: soldier, three, four, armi, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 126 (approx. per word bound = -4.011, relative change = 1.750e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 127 (approx. per word bound = -4.010, relative change = 1.659e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 128 (approx. per word bound = -4.010, relative change = 1.593e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 129 (approx. per word bound = -4.009, relative change = 1.513e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 130 (approx. per word bound = -4.008, relative change = 1.388e-04)
## Topic 1: two, attack, pkk, one, bomb
## Topic 2: turkey, violenc, peopl, die, insurg
## Topic 3: --, kill, european, milit, offici
## Topic 4: turkish, eight, roj, thirteen, command
## Topic 5: --, iraq, milit, kill, kurdish
## Topic 6: ankara, terrorist, kill, f, forc
## Topic 7: rebel, kurdish, die, seven, med
## Topic 8: --, forc, defens, people’, peopl
## Topic 9: kurd, clash, r, troop, say
## Topic 10: kill, r, five, ambush, ten
## Topic 11: soldier, three, clash, four, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -4.008, relative change = 1.422e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 132 (approx. per word bound = -4.007, relative change = 1.317e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 133 (approx. per word bound = -4.007, relative change = 1.732e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 134 (approx. per word bound = -4.006, relative change = 1.964e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 135 (approx. per word bound = -4.005, relative change = 1.717e-04)
## Topic 1: two, attack, pkk, one, bomb
## Topic 2: turkey, violenc, peopl, die, insurg
## Topic 3: --, kill, european, milit, secur
## Topic 4: turkish, eight, roj, thirteen, command
## Topic 5: --, iraq, milit, kill, pkk
## Topic 6: ankara, terrorist, kill, f, forc
## Topic 7: rebel, kurdish, die, seven, med
## Topic 8: --, forc, defens, people’, peopl
## Topic 9: kurd, r, clash, troop, rebel
## Topic 10: kill, r, five, ambush, ten
## Topic 11: soldier, three, clash, four, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 136 (approx. per word bound = -4.005, relative change = 1.325e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 137 (approx. per word bound = -4.004, relative change = 1.214e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 138 (approx. per word bound = -4.004, relative change = 1.222e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 139 (approx. per word bound = -4.003, relative change = 1.310e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 140 (approx. per word bound = -4.003, relative change = 1.496e-04)
## Topic 1: two, attack, pkk, bomb, one
## Topic 2: turkey, violenc, peopl, die, insurg
## Topic 3: --, kill, european, milit, secur
## Topic 4: turkish, eight, roj, thirteen, command
## Topic 5: --, iraq, milit, kill, pkk
## Topic 6: ankara, terrorist, kill, f, forc
## Topic 7: rebel, kurdish, die, seven, med
## Topic 8: --, forc, defens, people’, peopl
## Topic 9: kurd, r, clash, troop, rebel
## Topic 10: kill, r, five, eight, ambush
## Topic 11: soldier, three, clash, four, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 141 (approx. per word bound = -4.002, relative change = 1.799e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 142 (approx. per word bound = -4.001, relative change = 2.254e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 143 (approx. per word bound = -4.000, relative change = 2.824e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 144 (approx. per word bound = -3.999, relative change = 3.231e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 145 (approx. per word bound = -3.997, relative change = 3.150e-04)
## Topic 1: two, attack, pkk, bomb, one
## Topic 2: turkey, violenc, peopl, die, insurg
## Topic 3: --, kill, european, milit, secur
## Topic 4: turkish, eight, roj, thirteen, command
## Topic 5: --, iraq, milit, kill, pkk
## Topic 6: ankara, kill, terrorist, f, forc
## Topic 7: rebel, kurdish, die, seven, med
## Topic 8: --, forc, defens, people’, peopl
## Topic 9: kurd, r, clash, troop, rebel
## Topic 10: kill, r, five, eight, ambush
## Topic 11: soldier, three, clash, four, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 146 (approx. per word bound = -3.996, relative change = 2.636e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 147 (approx. per word bound = -3.995, relative change = 2.045e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 148 (approx. per word bound = -3.995, relative change = 1.551e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 149 (approx. per word bound = -3.994, relative change = 1.272e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 150 (approx. per word bound = -3.994, relative change = 1.092e-04)
## Topic 1: two, attack, pkk, bomb, one
## Topic 2: turkey, violenc, peopl, die, insurg
## Topic 3: --, kill, european, milit, secur
## Topic 4: turkish, eight, roj, thirteen, command
## Topic 5: --, iraq, milit, kill, pkk
## Topic 6: ankara, kill, terrorist, f, forc
## Topic 7: rebel, kurdish, die, seven, med
## Topic 8: --, forc, defens, people’, peopl
## Topic 9: r, kurd, rebel, troop, clash
## Topic 10: kill, r, five, eight, ambush
## Topic 11: soldier, three, clash, four, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 151 (approx. per word bound = -3.993, relative change = 9.798e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 152 (approx. per word bound = -3.993, relative change = 9.070e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 153 (approx. per word bound = -3.993, relative change = 8.637e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 154 (approx. per word bound = -3.992, relative change = 8.481e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 155 (approx. per word bound = -3.992, relative change = 8.466e-05)
## Topic 1: two, attack, pkk, bomb, one
## Topic 2: turkey, violenc, peopl, die, kurdish
## Topic 3: --, kill, european, milit, secur
## Topic 4: turkish, eight, roj, thirteen, command
## Topic 5: --, iraq, milit, kill, pkk
## Topic 6: ankara, kill, terrorist, f, forc
## Topic 7: kurdish, rebel, die, seven, med
## Topic 8: --, forc, defens, people’, peopl
## Topic 9: r, kurd, rebel, troop, clash
## Topic 10: kill, r, five, eight, ambush
## Topic 11: soldier, clash, three, four, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 156 (approx. per word bound = -3.992, relative change = 8.855e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 157 (approx. per word bound = -3.991, relative change = 9.906e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 158 (approx. per word bound = -3.991, relative change = 1.118e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 159 (approx. per word bound = -3.990, relative change = 1.150e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 160 (approx. per word bound = -3.990, relative change = 1.061e-04)
## Topic 1: two, attack, pkk, bomb, one
## Topic 2: turkey, violenc, peopl, die, kurdish
## Topic 3: --, kill, european, milit, secur
## Topic 4: turkish, eight, roj, thirteen, command
## Topic 5: --, iraq, milit, kill, pkk
## Topic 6: ankara, kill, terrorist, f, clash
## Topic 7: kurdish, rebel, die, seven, med
## Topic 8: --, forc, defens, people’, peopl
## Topic 9: r, kurd, rebel, troop, clash
## Topic 10: kill, r, five, eight, ambush
## Topic 11: soldier, clash, three, four, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 161 (approx. per word bound = -3.990, relative change = 1.001e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 162 (approx. per word bound = -3.989, relative change = 9.870e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 163 (approx. per word bound = -3.989, relative change = 9.959e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 164 (approx. per word bound = -3.988, relative change = 1.056e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 165 (approx. per word bound = -3.988, relative change = 4.987e-05)
## Topic 1: two, attack, pkk, bomb, one
## Topic 2: turkey, violenc, peopl, die, kurdish
## Topic 3: --, kill, european, milit, secur
## Topic 4: turkish, eight, thirteen, copenhagen-bas, twenty-six
## Topic 5: --, iraq, milit, kill, pkk
## Topic 6: ankara, kill, terrorist, f, clash
## Topic 7: kurdish, rebel, die, seven, troop
## Topic 8: forc, --, defens, people’, peopl
## Topic 9: r, kurd, rebel, troop, clash
## Topic 10: kill, r, five, eight, ambush
## Topic 11: soldier, clash, three, four, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 166 (approx. per word bound = -3.988, relative change = 1.525e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 167 (approx. per word bound = -3.987, relative change = 8.691e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 168 (approx. per word bound = -3.987, relative change = 9.036e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 169 (approx. per word bound = -3.986, relative change = 9.071e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 170 (approx. per word bound = -3.986, relative change = 7.821e-05)
## Topic 1: two, attack, pkk, bomb, one
## Topic 2: turkey, violenc, peopl, die, kurdish
## Topic 3: --, kill, european, milit, kurdish
## Topic 4: turkish, eight, thirteen, copenhagen-bas, twenty-six
## Topic 5: --, iraq, milit, kill, pkk
## Topic 6: ankara, kill, terrorist, clash, f
## Topic 7: kurdish, rebel, die, seven, troop
## Topic 8: forc, --, defens, people’, peopl
## Topic 9: r, kurd, rebel, troop, clash
## Topic 10: kill, r, five, eight, six
## Topic 11: soldier, clash, three, four, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 171 (approx. per word bound = -3.986, relative change = 7.267e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 172 (approx. per word bound = -3.986, relative change = 7.509e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 173 (approx. per word bound = -3.985, relative change = 6.909e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 174 (approx. per word bound = -3.985, relative change = 6.675e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 175 (approx. per word bound = -3.985, relative change = 7.789e-05)
## Topic 1: two, attack, pkk, bomb, one
## Topic 2: turkey, violenc, peopl, kurdish, die
## Topic 3: --, kill, european, kurdish, milit
## Topic 4: turkish, eight, thirteen, copenhagen-bas, twenty-six
## Topic 5: --, iraq, milit, kill, pkk
## Topic 6: ankara, kill, terrorist, clash, f
## Topic 7: kurdish, rebel, die, seven, troop
## Topic 8: forc, --, defens, people’, peopl
## Topic 9: r, kurd, rebel, troop, clash
## Topic 10: kill, r, five, eight, six
## Topic 11: soldier, clash, three, four, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 176 (approx. per word bound = -3.984, relative change = 1.251e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 177 (approx. per word bound = -3.984, relative change = 6.484e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 178 (approx. per word bound = -3.984, relative change = 5.406e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 179 (approx. per word bound = -3.984, relative change = 5.921e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 180 (approx. per word bound = -3.983, relative change = 5.878e-05)
## Topic 1: two, attack, pkk, bomb, one
## Topic 2: turkey, violenc, peopl, kurdish, die
## Topic 3: --, kill, european, kurdish, milit
## Topic 4: turkish, eight, copenhagen-bas, twenty-six, command
## Topic 5: --, iraq, milit, kill, pkk
## Topic 6: ankara, kill, terrorist, clash, f
## Topic 7: kurdish, rebel, die, seven, troop
## Topic 8: forc, --, defens, people’, peopl
## Topic 9: r, kurd, rebel, troop, clash
## Topic 10: kill, r, five, eight, six
## Topic 11: soldier, clash, three, four, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 181 (approx. per word bound = -3.983, relative change = 5.818e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 182 (approx. per word bound = -3.983, relative change = 5.876e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ............
## Recovering initialization...
## ..................
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -5.153)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.771, relative change = 7.414e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.623, relative change = 3.103e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.539, relative change = 1.816e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.481, relative change = 1.273e-02)
## Topic 1: milit, european, bomb, nine, apr
## Topic 2: kurdish, kurd, dead, peopl, six
## Topic 3: forc, defens, attack, offici, mine
## Topic 4: r, five, strike, roj, insurg
## Topic 5: policeman, car, ozgur, blast, dow
## Topic 6: ankara, seven, anatolia, oper, provinc
## Topic 7: turkey, rebel, kill, clash, troop
## Topic 8: turkish, clash, kill, f, one
## Topic 9: kill, --, soldier, terrorist, two
## Topic 10: pkk, three, die, anatolia, sep
## Topic 11: secur, iraq, air, iraqi, eur
## Topic 12: people’, turkish, guerrilla, captur, villag
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.437, relative change = 9.830e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.403, relative change = 7.646e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.373, relative change = 6.900e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.346, relative change = 6.076e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.322, relative change = 5.558e-03)
## Topic 1: milit, european, bomb, militari, nine
## Topic 2: kurdish, kurd, dead, six, peopl
## Topic 3: forc, defens, attack, peopl, offici
## Topic 4: r, five, roj, violenc, insurg
## Topic 5: blast, policeman, car, ozgur, dow
## Topic 6: ankara, anatolia, seven, oper, provinc
## Topic 7: turkey, rebel, kill, troop, clash
## Topic 8: turkish, clash, kill, f, one
## Topic 9: --, kill, soldier, terrorist, two
## Topic 10: pkk, three, die, sep, one
## Topic 11: secur, iraq, strike, air, iraqi
## Topic 12: people’, guerrilla, turkish, villag, least
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.298, relative change = 5.577e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.274, relative change = 5.542e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.248, relative change = 6.093e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.220, relative change = 6.528e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.197, relative change = 5.445e-03)
## Topic 1: milit, european, bomb, militari, nine
## Topic 2: kurdish, kurd, dead, six, peopl
## Topic 3: forc, defens, --, peopl, offici
## Topic 4: r, five, violenc, roj, insurg
## Topic 5: blast, policeman, politika, car, ozgur
## Topic 6: ankara, anatolia, terrorist, seven, oper
## Topic 7: turkey, rebel, kill, troop, clash
## Topic 8: turkish, kill, clash, f, terrorist
## Topic 9: --, kill, soldier, turkish, two
## Topic 10: pkk, attack, three, die, one
## Topic 11: secur, iraq, strike, air, kurdish
## Topic 12: people’, guerrilla, --, villag, peopl
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.180, relative change = 4.141e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.166, relative change = 3.316e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.154, relative change = 2.813e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.145, relative change = 2.330e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.136, relative change = 2.190e-03)
## Topic 1: milit, european, turkey, bomb, militari
## Topic 2: kurdish, kurd, dead, six, peopl
## Topic 3: forc, --, defens, peopl, turk
## Topic 4: r, five, violenc, conflict, insurg
## Topic 5: blast, roj, policeman, politika, car
## Topic 6: ankara, terrorist, anatolia, seven, oper
## Topic 7: rebel, turkey, kill, troop, clash
## Topic 8: turkish, kill, clash, f, terrorist
## Topic 9: --, kill, turkish, soldier, two
## Topic 10: pkk, attack, three, die, one
## Topic 11: secur, iraq, strike, kurdish, air
## Topic 12: people’, --, guerrilla, villag, peopl
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.127, relative change = 2.146e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.119, relative change = 2.000e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.110, relative change = 1.987e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.101, relative change = 2.179e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.093, relative change = 2.174e-03)
## Topic 1: milit, turkey, european, bomb, militari
## Topic 2: kurdish, kurd, dead, six, peopl
## Topic 3: forc, --, defens, peopl, turk
## Topic 4: r, violenc, five, guerrilla, conflict
## Topic 5: blast, roj, policeman, politika, car
## Topic 6: ankara, terrorist, anatolia, secur, seven
## Topic 7: rebel, turkey, kill, clash, troop
## Topic 8: turkish, kill, clash, f, terrorist
## Topic 9: --, kill, turkish, soldier, two
## Topic 10: pkk, attack, three, die, one
## Topic 11: iraq, secur, kurdish, strike, air
## Topic 12: people’, --, peopl, villag, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.085, relative change = 1.890e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.078, relative change = 1.673e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.072, relative change = 1.552e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.067, relative change = 1.232e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.062, relative change = 1.096e-03)
## Topic 1: milit, turkey, european, bomb, militari
## Topic 2: kurdish, kurd, dead, six, peopl
## Topic 3: forc, defens, --, peopl, terörist
## Topic 4: r, violenc, five, guerrilla, eight
## Topic 5: blast, roj, policeman, politika, explos
## Topic 6: ankara, terrorist, secur, anatolia, apr
## Topic 7: rebel, turkey, kill, clash, troop
## Topic 8: turkish, kill, clash, f, terrorist
## Topic 9: --, kill, turkish, soldier, two
## Topic 10: pkk, attack, three, die, one
## Topic 11: iraq, kurdish, strike, air, say
## Topic 12: people’, --, peopl, view, full
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.058, relative change = 1.054e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.054, relative change = 1.017e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.049, relative change = 1.042e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.045, relative change = 1.062e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.041, relative change = 1.072e-03)
## Topic 1: turkey, milit, european, bomb, militari
## Topic 2: kurdish, kurd, dead, six, peopl
## Topic 3: forc, defens, --, peopl, terörist
## Topic 4: r, violenc, five, guerrilla, eight
## Topic 5: blast, roj, policeman, politika, explos
## Topic 6: ankara, terrorist, secur, anatolia, apr
## Topic 7: rebel, turkey, kill, clash, troop
## Topic 8: turkish, kill, clash, f, jun
## Topic 9: --, kill, turkish, soldier, two
## Topic 10: attack, pkk, three, one, die
## Topic 11: iraq, --, kurdish, pkk, strike
## Topic 12: people’, --, peopl, view, full
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.037, relative change = 9.758e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.034, relative change = 7.980e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.031, relative change = 7.291e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.028, relative change = 7.411e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.025, relative change = 6.894e-04)
## Topic 1: turkey, european, milit, bomb, militari
## Topic 2: kurdish, kurd, dead, six, peopl
## Topic 3: forc, defens, --, people’, terörist
## Topic 4: r, violenc, die, eight, five
## Topic 5: blast, roj, policeman, politika, explos
## Topic 6: ankara, terrorist, secur, anatolia, apr
## Topic 7: rebel, turkey, kill, clash, troop
## Topic 8: turkish, kill, clash, f, jun
## Topic 9: --, kill, turkish, soldier, two
## Topic 10: attack, three, pkk, one, five
## Topic 11: --, iraq, pkk, turkish, kurdish
## Topic 12: people’, --, peopl, view, full
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.023, relative change = 6.068e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.020, relative change = 6.309e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.017, relative change = 6.545e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -4.015, relative change = 6.169e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.012, relative change = 6.356e-04)
## Topic 1: turkey, european, milit, kurdish, --
## Topic 2: kurdish, kurd, dead, six, peopl
## Topic 3: forc, defens, --, people’, terörist
## Topic 4: r, violenc, die, eight, five
## Topic 5: blast, roj, policeman, politika, explos
## Topic 6: ankara, terrorist, secur, anatolia, apr
## Topic 7: rebel, turkey, kill, clash, troop
## Topic 8: turkish, kill, clash, f, jun
## Topic 9: kill, --, turkish, soldier, two
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, pkk, milit
## Topic 12: people’, --, peopl, view, full
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.010, relative change = 6.717e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.007, relative change = 7.357e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -4.003, relative change = 8.235e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -4.000, relative change = 8.628e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.996, relative change = 8.697e-04)
## Topic 1: --, turkey, kurdish, european, milit
## Topic 2: kurdish, kurd, dead, six, peopl
## Topic 3: forc, defens, --, people’, terörist
## Topic 4: r, violenc, die, eight, five
## Topic 5: blast, bomb, roj, policeman, politika
## Topic 6: ankara, terrorist, secur, anatolia, apr
## Topic 7: rebel, turkey, kill, clash, troop
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, --, turkish, soldier, two
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, pkk, milit
## Topic 12: --, peopl, people’, view, full
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -3.993, relative change = 8.956e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -3.989, relative change = 8.706e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -3.986, relative change = 7.322e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -3.984, relative change = 6.493e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -3.982, relative change = 5.385e-04)
## Topic 1: --, turkey, kurdish, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: forc, defens, --, people’, terörist
## Topic 4: r, violenc, die, five, eight
## Topic 5: bomb, blast, roj, mine, policeman
## Topic 6: ankara, terrorist, secur, anatolia, apr
## Topic 7: rebel, turkey, kill, troop, clash
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, --, soldier, two
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, pkk, kill
## Topic 12: peopl, --, people’, view, full
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -3.980, relative change = 4.698e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 57 (approx. per word bound = -3.978, relative change = 4.079e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 58 (approx. per word bound = -3.977, relative change = 3.545e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -3.976, relative change = 3.385e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 60 (approx. per word bound = -3.974, relative change = 3.714e-04)
## Topic 1: --, turkey, kurdish, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: forc, --, defens, people’, terörist
## Topic 4: r, violenc, die, five, eight
## Topic 5: bomb, blast, mine, injur, roj
## Topic 6: ankara, terrorist, secur, anatolia, forc
## Topic 7: rebel, turkey, kill, troop, clash
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, --, two
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, pkk, kill
## Topic 12: peopl, --, defens, view, full
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -3.973, relative change = 2.827e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 62 (approx. per word bound = -3.972, relative change = 2.504e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 63 (approx. per word bound = -3.971, relative change = 2.428e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 64 (approx. per word bound = -3.970, relative change = 2.400e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 65 (approx. per word bound = -3.969, relative change = 2.130e-04)
## Topic 1: --, turkey, kurdish, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: forc, --, defens, people’, terörist
## Topic 4: r, violenc, die, five, eight
## Topic 5: bomb, blast, mine, injur, roj
## Topic 6: ankara, terrorist, secur, anatolia, forc
## Topic 7: rebel, turkey, kill, troop, clash
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, --, two
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, pkk, kill
## Topic 12: peopl, --, defens, view, full
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 66 (approx. per word bound = -3.968, relative change = 2.058e-04)
## ....................................................................................................
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## Completing Iteration 67 (approx. per word bound = -3.968, relative change = 2.038e-04)
## ....................................................................................................
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## Completing Iteration 68 (approx. per word bound = -3.967, relative change = 1.949e-04)
## ....................................................................................................
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## Completing Iteration 69 (approx. per word bound = -3.966, relative change = 1.780e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 70 (approx. per word bound = -3.965, relative change = 1.617e-04)
## Topic 1: --, turkey, kurdish, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: forc, --, defens, people’, terörist
## Topic 4: r, violenc, die, five, eight
## Topic 5: bomb, blast, mine, injur, roj
## Topic 6: ankara, terrorist, secur, anatolia, forc
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, --, two
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, pkk, kill
## Topic 12: peopl, --, defens, view, full
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 71 (approx. per word bound = -3.965, relative change = 1.487e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 72 (approx. per word bound = -3.964, relative change = 1.390e-04)
## ....................................................................................................
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## Completing Iteration 73 (approx. per word bound = -3.964, relative change = 1.376e-04)
## ....................................................................................................
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## Completing Iteration 74 (approx. per word bound = -3.963, relative change = 1.374e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 75 (approx. per word bound = -3.963, relative change = 1.383e-04)
## Topic 1: --, turkey, kurdish, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: forc, --, defens, people’, terörist
## Topic 4: r, violenc, die, five, eight
## Topic 5: bomb, blast, mine, injur, roj
## Topic 6: ankara, terrorist, secur, anatolia, forc
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, --, two
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, pkk, kill
## Topic 12: peopl, defens, --, view, full
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 76 (approx. per word bound = -3.962, relative change = 1.397e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 77 (approx. per word bound = -3.962, relative change = 1.371e-04)
## ....................................................................................................
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## Completing Iteration 78 (approx. per word bound = -3.961, relative change = 1.326e-04)
## ....................................................................................................
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## Completing Iteration 79 (approx. per word bound = -3.960, relative change = 1.327e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 80 (approx. per word bound = -3.960, relative change = 1.542e-04)
## Topic 1: --, turkey, kurdish, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: forc, --, defens, people’, terörist
## Topic 4: r, violenc, die, five, eight
## Topic 5: bomb, blast, mine, injur, roj
## Topic 6: ankara, terrorist, secur, anatolia, forc
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, --
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, pkk, kill
## Topic 12: peopl, defens, --, view, full
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 81 (approx. per word bound = -3.959, relative change = 2.223e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 82 (approx. per word bound = -3.958, relative change = 1.599e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 83 (approx. per word bound = -3.958, relative change = 1.657e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 84 (approx. per word bound = -3.957, relative change = 1.532e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -3.956, relative change = 1.556e-04)
## Topic 1: --, turkey, kurdish, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: forc, --, defens, people’, terörist
## Topic 4: r, violenc, die, five, eight
## Topic 5: bomb, blast, mine, injur, roj
## Topic 6: ankara, terrorist, secur, anatolia, forc
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, pkk, kill
## Topic 12: peopl, defens, --, view, forc
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 86 (approx. per word bound = -3.956, relative change = 1.597e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 87 (approx. per word bound = -3.955, relative change = 1.812e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 88 (approx. per word bound = -3.954, relative change = 1.907e-04)
## ....................................................................................................
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## Completing Iteration 89 (approx. per word bound = -3.954, relative change = 1.838e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 90 (approx. per word bound = -3.953, relative change = 1.542e-04)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: forc, --, defens, people’, terörist
## Topic 4: r, violenc, die, five, eight
## Topic 5: bomb, blast, mine, injur, roj
## Topic 6: ankara, terrorist, secur, anatolia, forc
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: peopl, defens, --, forc, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 91 (approx. per word bound = -3.952, relative change = 1.490e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 92 (approx. per word bound = -3.952, relative change = 1.532e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 93 (approx. per word bound = -3.951, relative change = 1.604e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 94 (approx. per word bound = -3.950, relative change = 2.230e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -3.949, relative change = 2.431e-04)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: --, forc, defens, people’, terörist
## Topic 4: r, violenc, die, kill, eight
## Topic 5: bomb, blast, --, mine, injur
## Topic 6: ankara, terrorist, secur, anatolia, forc
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: peopl, defens, --, forc, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 96 (approx. per word bound = -3.949, relative change = 1.515e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 97 (approx. per word bound = -3.948, relative change = 1.346e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 98 (approx. per word bound = -3.948, relative change = 1.237e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 99 (approx. per word bound = -3.947, relative change = 1.168e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 100 (approx. per word bound = -3.947, relative change = 1.136e-04)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: --, forc, defens, people’, terörist
## Topic 4: r, violenc, die, kill, eight
## Topic 5: bomb, --, blast, turkey, mine
## Topic 6: ankara, terrorist, secur, anatolia, forc
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: peopl, defens, forc, --, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 101 (approx. per word bound = -3.946, relative change = 1.053e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 102 (approx. per word bound = -3.946, relative change = 9.746e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 103 (approx. per word bound = -3.946, relative change = 9.065e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 104 (approx. per word bound = -3.945, relative change = 8.687e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 105 (approx. per word bound = -3.945, relative change = 8.411e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: --, forc, defens, people’, terörist
## Topic 4: r, violenc, die, kill, eight
## Topic 5: bomb, --, turkey, blast, mine
## Topic 6: ankara, terrorist, secur, anatolia, forc
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, peopl, forc, --, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 106 (approx. per word bound = -3.945, relative change = 8.079e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 107 (approx. per word bound = -3.944, relative change = 7.710e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 108 (approx. per word bound = -3.944, relative change = 7.421e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 109 (approx. per word bound = -3.944, relative change = 7.411e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 110 (approx. per word bound = -3.944, relative change = 7.150e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: --, forc, defens, people’, terörist
## Topic 4: r, violenc, kill, die, eight
## Topic 5: --, bomb, turkey, blast, mine
## Topic 6: ankara, terrorist, secur, anatolia, forc
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, peopl, --, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 111 (approx. per word bound = -3.943, relative change = 7.121e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 112 (approx. per word bound = -3.943, relative change = 6.717e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 113 (approx. per word bound = -3.943, relative change = 6.731e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 114 (approx. per word bound = -3.942, relative change = 6.967e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 115 (approx. per word bound = -3.942, relative change = 8.439e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, violenc, kill, die, eight
## Topic 5: --, bomb, turkey, blast, mine
## Topic 6: ankara, terrorist, secur, anatolia, forc
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, peopl, --, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 116 (approx. per word bound = -3.942, relative change = 1.115e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 117 (approx. per word bound = -3.941, relative change = 1.078e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 118 (approx. per word bound = -3.941, relative change = 8.345e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 119 (approx. per word bound = -3.941, relative change = 7.323e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 120 (approx. per word bound = -3.940, relative change = 6.259e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, violenc, kill, die, eight
## Topic 5: --, bomb, turkey, blast, mine
## Topic 6: ankara, terrorist, secur, anatolia, forc
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 121 (approx. per word bound = -3.940, relative change = 5.374e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 122 (approx. per word bound = -3.940, relative change = 4.895e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 123 (approx. per word bound = -3.940, relative change = 4.650e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 124 (approx. per word bound = -3.940, relative change = 4.738e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 125 (approx. per word bound = -3.939, relative change = 4.847e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, violenc, kill, die, eight
## Topic 5: --, bomb, turkey, blast, mine
## Topic 6: ankara, terrorist, secur, anatolia, forc
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 126 (approx. per word bound = -3.939, relative change = 5.232e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 127 (approx. per word bound = -3.939, relative change = 5.813e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 128 (approx. per word bound = -3.939, relative change = 6.735e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 129 (approx. per word bound = -3.938, relative change = 7.012e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 130 (approx. per word bound = -3.938, relative change = 5.900e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, kill, violenc, die, eight
## Topic 5: --, turkey, bomb, blast, mine
## Topic 6: ankara, terrorist, secur, anatolia, forc
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -3.938, relative change = 5.604e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 132 (approx. per word bound = -3.938, relative change = 5.675e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 133 (approx. per word bound = -3.938, relative change = 5.020e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 134 (approx. per word bound = -3.937, relative change = 4.827e-05)
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## Completing Iteration 135 (approx. per word bound = -3.937, relative change = 5.007e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, kill, violenc, die, eight
## Topic 5: --, turkey, bomb, blast, mine
## Topic 6: ankara, terrorist, secur, anatolia, forc
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
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## Completing Iteration 136 (approx. per word bound = -3.937, relative change = 4.891e-05)
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## Completing Iteration 137 (approx. per word bound = -3.937, relative change = 4.819e-05)
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## Completing Iteration 138 (approx. per word bound = -3.937, relative change = 5.004e-05)
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## Completing Iteration 139 (approx. per word bound = -3.936, relative change = 5.564e-05)
## ....................................................................................................
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## Completing Iteration 140 (approx. per word bound = -3.936, relative change = 7.318e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, kill, violenc, die, turkey
## Topic 5: --, turkey, bomb, blast, mine
## Topic 6: ankara, terrorist, secur, anatolia, forc
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
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## Completing Iteration 141 (approx. per word bound = -3.936, relative change = 8.281e-05)
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## Completing Iteration 142 (approx. per word bound = -3.936, relative change = 4.825e-05)
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## Completing Iteration 143 (approx. per word bound = -3.935, relative change = 3.839e-05)
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## Completing Iteration 144 (approx. per word bound = -3.935, relative change = 4.127e-05)
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## Completing Iteration 145 (approx. per word bound = -3.935, relative change = 4.550e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, kill, violenc, turkey, die
## Topic 5: --, turkey, bomb, blast, mine
## Topic 6: ankara, terrorist, secur, anatolia, forc
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
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## Completing Iteration 146 (approx. per word bound = -3.935, relative change = 5.083e-05)
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## Completing Iteration 147 (approx. per word bound = -3.935, relative change = 5.698e-05)
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## Completing Iteration 148 (approx. per word bound = -3.934, relative change = 5.342e-05)
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## Completing Iteration 149 (approx. per word bound = -3.934, relative change = 4.363e-05)
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## Completing Iteration 150 (approx. per word bound = -3.934, relative change = 3.760e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, kill, violenc, turkey, die
## Topic 5: --, turkey, bomb, blast, mine
## Topic 6: ankara, terrorist, secur, anatolia, forc
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
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## Completing Iteration 151 (approx. per word bound = -3.934, relative change = 3.236e-05)
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## Completing Iteration 152 (approx. per word bound = -3.934, relative change = 3.014e-05)
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## Completing Iteration 153 (approx. per word bound = -3.934, relative change = 2.933e-05)
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## Completing Iteration 154 (approx. per word bound = -3.934, relative change = 2.957e-05)
## ....................................................................................................
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## Completing Iteration 155 (approx. per word bound = -3.934, relative change = 3.040e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, turkey, kill, violenc, die
## Topic 5: --, turkey, bomb, blast, die
## Topic 6: ankara, terrorist, secur, anatolia, forc
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
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## Completing Iteration 156 (approx. per word bound = -3.933, relative change = 3.226e-05)
## ....................................................................................................
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## Completing Iteration 157 (approx. per word bound = -3.933, relative change = 3.802e-05)
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## Completing Iteration 158 (approx. per word bound = -3.933, relative change = 4.781e-05)
## ....................................................................................................
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## Completing Iteration 159 (approx. per word bound = -3.933, relative change = 4.538e-05)
## ....................................................................................................
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## Completing Iteration 160 (approx. per word bound = -3.933, relative change = 3.599e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, turkey, kill, violenc, die
## Topic 5: --, turkey, bomb, blast, die
## Topic 6: ankara, terrorist, secur, anatolia, kill
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 161 (approx. per word bound = -3.933, relative change = 3.073e-05)
## ....................................................................................................
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## Completing Iteration 162 (approx. per word bound = -3.933, relative change = 2.685e-05)
## ....................................................................................................
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## Completing Iteration 163 (approx. per word bound = -3.932, relative change = 2.566e-05)
## ....................................................................................................
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## Completing Iteration 164 (approx. per word bound = -3.932, relative change = 2.675e-05)
## ....................................................................................................
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## Completing Iteration 165 (approx. per word bound = -3.932, relative change = 2.841e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, offici
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, turkey, kill, violenc, die
## Topic 5: --, turkey, bomb, blast, die
## Topic 6: ankara, terrorist, secur, anatolia, kill
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 166 (approx. per word bound = -3.932, relative change = 3.193e-05)
## ....................................................................................................
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## Completing Iteration 167 (approx. per word bound = -3.932, relative change = 3.048e-05)
## ....................................................................................................
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## Completing Iteration 168 (approx. per word bound = -3.932, relative change = 3.691e-05)
## ....................................................................................................
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## Completing Iteration 169 (approx. per word bound = -3.931, relative change = 9.334e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 170 (approx. per word bound = -3.931, relative change = 6.904e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, nine
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, turkey, kill, violenc, die
## Topic 5: --, turkey, bomb, blast, die
## Topic 6: ankara, terrorist, secur, anatolia, kill
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 171 (approx. per word bound = -3.931, relative change = 3.193e-05)
## ....................................................................................................
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## Completing Iteration 172 (approx. per word bound = -3.931, relative change = 2.887e-05)
## ....................................................................................................
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## Completing Iteration 173 (approx. per word bound = -3.931, relative change = 2.463e-05)
## ....................................................................................................
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## Completing Iteration 174 (approx. per word bound = -3.931, relative change = 2.085e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 175 (approx. per word bound = -3.931, relative change = 2.151e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, nine
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, turkey, kill, violenc, die
## Topic 5: --, turkey, bomb, blast, die
## Topic 6: ankara, terrorist, secur, anatolia, kill
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 176 (approx. per word bound = -3.931, relative change = 2.297e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 177 (approx. per word bound = -3.930, relative change = 2.602e-05)
## ....................................................................................................
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## Completing Iteration 178 (approx. per word bound = -3.930, relative change = 3.062e-05)
## ....................................................................................................
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## Completing Iteration 179 (approx. per word bound = -3.930, relative change = 3.448e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 180 (approx. per word bound = -3.930, relative change = 3.970e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, nine
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, turkey, kill, violenc, die
## Topic 5: --, turkey, bomb, blast, die
## Topic 6: ankara, terrorist, secur, anatolia, kill
## Topic 7: rebel, kill, turkey, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 181 (approx. per word bound = -3.930, relative change = 4.361e-05)
## ....................................................................................................
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## Completing Iteration 182 (approx. per word bound = -3.930, relative change = 4.425e-05)
## ....................................................................................................
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## Completing Iteration 183 (approx. per word bound = -3.930, relative change = 3.462e-05)
## ....................................................................................................
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## Completing Iteration 184 (approx. per word bound = -3.929, relative change = 2.489e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 185 (approx. per word bound = -3.929, relative change = 2.177e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, nine
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, turkey, kill, violenc, die
## Topic 5: --, turkey, bomb, blast, die
## Topic 6: ankara, terrorist, secur, anatolia, kill
## Topic 7: rebel, kill, turkey, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 186 (approx. per word bound = -3.929, relative change = 2.269e-05)
## ....................................................................................................
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## Completing Iteration 187 (approx. per word bound = -3.929, relative change = 1.947e-05)
## ....................................................................................................
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## Completing Iteration 188 (approx. per word bound = -3.929, relative change = 1.653e-05)
## ....................................................................................................
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## Completing Iteration 189 (approx. per word bound = -3.929, relative change = 1.393e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 190 (approx. per word bound = -3.929, relative change = 1.419e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, nine
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, turkey, kill, violenc, die
## Topic 5: --, turkey, bomb, blast, die
## Topic 6: ankara, terrorist, secur, anatolia, kill
## Topic 7: rebel, kill, turkey, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 191 (approx. per word bound = -3.929, relative change = 1.362e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 192 (approx. per word bound = -3.929, relative change = 1.404e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 193 (approx. per word bound = -3.929, relative change = 1.434e-05)
## ....................................................................................................
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## Completed M-Step.
## Completing Iteration 194 (approx. per word bound = -3.929, relative change = 1.593e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 195 (approx. per word bound = -3.929, relative change = 1.966e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, nine
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, turkey, kill, violenc, die
## Topic 5: --, turkey, bomb, blast, die
## Topic 6: ankara, terrorist, secur, anatolia, kill
## Topic 7: rebel, kill, turkey, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 196 (approx. per word bound = -3.929, relative change = 2.381e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 197 (approx. per word bound = -3.929, relative change = 2.907e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 198 (approx. per word bound = -3.928, relative change = 3.268e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 199 (approx. per word bound = -3.928, relative change = 3.211e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 200 (approx. per word bound = -3.928, relative change = 3.026e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, nine
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, turkey, kill, violenc, die
## Topic 5: --, turkey, bomb, blast, die
## Topic 6: ankara, terrorist, secur, anatolia, kill
## Topic 7: rebel, kill, turkey, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 201 (approx. per word bound = -3.928, relative change = 2.534e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 202 (approx. per word bound = -3.928, relative change = 1.868e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 203 (approx. per word bound = -3.928, relative change = 1.808e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 204 (approx. per word bound = -3.928, relative change = 1.962e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 205 (approx. per word bound = -3.928, relative change = 2.095e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, nine
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, turkey, kill, violenc, die
## Topic 5: --, turkey, bomb, blast, die
## Topic 6: ankara, terrorist, secur, anatolia, kill
## Topic 7: rebel, kill, turkey, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 206 (approx. per word bound = -3.928, relative change = 2.431e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 207 (approx. per word bound = -3.928, relative change = 2.432e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 208 (approx. per word bound = -3.927, relative change = 2.465e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 209 (approx. per word bound = -3.927, relative change = 2.690e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 210 (approx. per word bound = -3.927, relative change = 3.016e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, nine
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, turkey, kill, violenc, die
## Topic 5: --, turkey, bomb, blast, die
## Topic 6: ankara, terrorist, secur, anatolia, kill
## Topic 7: rebel, kill, turkey, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 211 (approx. per word bound = -3.927, relative change = 3.107e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 212 (approx. per word bound = -3.927, relative change = 2.837e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 213 (approx. per word bound = -3.927, relative change = 2.365e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 214 (approx. per word bound = -3.927, relative change = 2.774e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 215 (approx. per word bound = -3.927, relative change = 3.803e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, nine
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, turkey, kill, violenc, die
## Topic 5: --, turkey, bomb, blast, die
## Topic 6: ankara, terrorist, secur, anatolia, kill
## Topic 7: rebel, kill, turkey, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 216 (approx. per word bound = -3.927, relative change = 2.611e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 217 (approx. per word bound = -3.926, relative change = 1.979e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 218 (approx. per word bound = -3.926, relative change = 2.111e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 219 (approx. per word bound = -3.926, relative change = 2.547e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 220 (approx. per word bound = -3.926, relative change = 3.260e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, nine
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, turkey, kill, violenc, die
## Topic 5: --, turkey, bomb, blast, die
## Topic 6: ankara, terrorist, secur, anatolia, kill
## Topic 7: rebel, kill, turkey, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 221 (approx. per word bound = -3.926, relative change = 4.002e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 222 (approx. per word bound = -3.926, relative change = 4.152e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 223 (approx. per word bound = -3.926, relative change = 4.075e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 224 (approx. per word bound = -3.926, relative change = 3.977e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 225 (approx. per word bound = -3.925, relative change = 4.529e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, nine
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, turkey, kill, violenc, die
## Topic 5: --, turkey, bomb, blast, die
## Topic 6: ankara, terrorist, secur, anatolia, kill
## Topic 7: rebel, kill, turkey, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 226 (approx. per word bound = -3.925, relative change = 4.887e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 227 (approx. per word bound = -3.925, relative change = 2.938e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 228 (approx. per word bound = -3.925, relative change = 1.980e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 229 (approx. per word bound = -3.925, relative change = 1.803e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 230 (approx. per word bound = -3.925, relative change = 1.845e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, nine
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, turkey, kill, violenc, troop
## Topic 5: --, turkey, bomb, blast, die
## Topic 6: ankara, terrorist, secur, anatolia, kill
## Topic 7: rebel, kill, turkey, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 231 (approx. per word bound = -3.925, relative change = 2.040e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 232 (approx. per word bound = -3.925, relative change = 2.310e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 233 (approx. per word bound = -3.925, relative change = 2.279e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 234 (approx. per word bound = -3.924, relative change = 2.939e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 235 (approx. per word bound = -3.924, relative change = 4.076e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, nine
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, turkey, kill, violenc, troop
## Topic 5: --, turkey, bomb, blast, die
## Topic 6: ankara, terrorist, secur, anatolia, kill
## Topic 7: rebel, kill, turkey, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, forc, --, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 236 (approx. per word bound = -3.924, relative change = 3.258e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 237 (approx. per word bound = -3.924, relative change = 1.770e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 238 (approx. per word bound = -3.924, relative change = 1.796e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 239 (approx. per word bound = -3.924, relative change = 1.967e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 240 (approx. per word bound = -3.924, relative change = 2.842e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, nine
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, turkey, kill, violenc, troop
## Topic 5: --, turkey, bomb, blast, die
## Topic 6: ankara, terrorist, secur, anatolia, kill
## Topic 7: rebel, kill, turkey, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, --, forc, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 241 (approx. per word bound = -3.924, relative change = 3.861e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 242 (approx. per word bound = -3.924, relative change = 2.452e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 243 (approx. per word bound = -3.924, relative change = 1.667e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 244 (approx. per word bound = -3.923, relative change = 1.535e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 245 (approx. per word bound = -3.923, relative change = 1.680e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, nine
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, turkey, kill, violenc, troop
## Topic 5: --, turkey, bomb, blast, die
## Topic 6: ankara, terrorist, secur, anatolia, kill
## Topic 7: rebel, kill, turkey, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, --, forc, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 246 (approx. per word bound = -3.923, relative change = 1.910e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 247 (approx. per word bound = -3.923, relative change = 2.149e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 248 (approx. per word bound = -3.923, relative change = 2.716e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 249 (approx. per word bound = -3.923, relative change = 3.214e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 250 (approx. per word bound = -3.923, relative change = 2.808e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, nine
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, turkey, kill, violenc, troop
## Topic 5: --, turkey, bomb, blast, mine
## Topic 6: ankara, terrorist, secur, anatolia, kill
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, --, forc, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 251 (approx. per word bound = -3.923, relative change = 2.116e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 252 (approx. per word bound = -3.923, relative change = 1.496e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 253 (approx. per word bound = -3.923, relative change = 1.393e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 254 (approx. per word bound = -3.923, relative change = 1.309e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 255 (approx. per word bound = -3.923, relative change = 1.386e-05)
## Topic 1: --, kurdish, turkey, european, milit
## Topic 2: kurdish, kurd, dead, six, nine
## Topic 3: --, forc, people’, defens, terörist
## Topic 4: r, turkey, kill, violenc, troop
## Topic 5: --, turkey, bomb, blast, mine
## Topic 6: ankara, terrorist, secur, anatolia, kill
## Topic 7: rebel, turkey, kill, troop, say
## Topic 8: turkish, kill, clash, f, forc
## Topic 9: kill, turkish, soldier, two, clash
## Topic 10: attack, three, pkk, one, polic
## Topic 11: --, iraq, turkish, kill, pkk
## Topic 12: defens, --, forc, peopl, view
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 256 (approx. per word bound = -3.923, relative change = 1.552e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 257 (approx. per word bound = -3.922, relative change = 1.552e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 258 (approx. per word bound = -3.922, relative change = 1.228e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 259 (approx. per word bound = -3.922, relative change = 1.085e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## .............
## Recovering initialization...
## ..................
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -5.124)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.826, relative change = 5.804e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.669, relative change = 3.259e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.549, relative change = 2.557e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.461, relative change = 1.935e-02)
## Topic 1: kurd, soldier, oper, wound, offic
## Topic 2: kill, four, ten, sep, villag
## Topic 3: attack, anatolia, iraq, dead, captur
## Topic 4: turkey, six, --, roj, least
## Topic 5: kill, seven, turkish, fight, rebel
## Topic 6: ankara, kill, terrorist, f, three
## Topic 7: turkish, pkk, three, bomb, rebel
## Topic 8: turkish, defens, peopl, jun, rebel
## Topic 9: kurdish, clash, two, troop, milit
## Topic 10: r, rebel, die, say, seven
## Topic 11: --, kill, _f, blast, eur
## Topic 12: forc, people’, secur, --, turk
## Topic 13: turkish, strike, iraqi, pkk, air
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.396, relative change = 1.474e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.349, relative change = 1.069e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.313, relative change = 8.195e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.286, relative change = 6.249e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.261, relative change = 5.726e-03)
## Topic 1: kurd, soldier, oper, five, wound
## Topic 2: kill, four, ten, sep, villag
## Topic 3: attack, anatolia, dead, captur, civilian
## Topic 4: turkey, six, roj, least, se
## Topic 5: kill, seven, turkish, fight, rebel
## Topic 6: ankara, kill, terrorist, f, _f
## Topic 7: pkk, three, turkish, bomb, polic
## Topic 8: turkish, defens, peopl, jun, leav
## Topic 9: kurdish, clash, two, troop, milit
## Topic 10: r, rebel, say, die, turk
## Topic 11: --, kill, blast, eur, middl
## Topic 12: forc, --, people’, secur, defens
## Topic 13: turkish, iraq, pkk, strike, air
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.236, relative change = 6.068e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.211, relative change = 5.817e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.190, relative change = 4.871e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.174, relative change = 3.906e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.160, relative change = 3.272e-03)
## Topic 1: kurd, soldier, five, oper, offic
## Topic 2: kill, four, ten, sep, villag
## Topic 3: attack, anatolia, dead, offici, civilian
## Topic 4: turkey, six, roj, least, se
## Topic 5: kill, seven, fight, turkish, politika
## Topic 6: ankara, kill, terrorist, f, secur
## Topic 7: three, pkk, turkish, bomb, polic
## Topic 8: turkish, peopl, jun, leav, twenti
## Topic 9: kurdish, clash, two, troop, european
## Topic 10: r, rebel, say, die, turk
## Topic 11: --, kill, blast, eur, wound
## Topic 12: forc, --, defens, people’, secur
## Topic 13: iraq, milit, turkish, pkk, strike
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.149, relative change = 2.652e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.140, relative change = 2.274e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.132, relative change = 1.983e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.124, relative change = 1.878e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.117, relative change = 1.795e-03)
## Topic 1: kurd, soldier, five, oper, die
## Topic 2: four, kill, ten, sep, villag
## Topic 3: attack, anatolia, dead, offici, civilian
## Topic 4: turkey, six, roj, least, se
## Topic 5: kill, seven, fight, rebel, politika
## Topic 6: ankara, kill, terrorist, secur, f
## Topic 7: three, pkk, bomb, polic, turkish
## Topic 8: turkish, peopl, leav, clash, twenti
## Topic 9: kurdish, clash, two, troop, violenc
## Topic 10: r, rebel, say, conflict, die
## Topic 11: --, kill, european, blast, eur
## Topic 12: forc, --, defens, people’, peopl
## Topic 13: milit, iraq, turkish, pkk, strike
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.110, relative change = 1.641e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.103, relative change = 1.647e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.096, relative change = 1.747e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.089, relative change = 1.647e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.083, relative change = 1.433e-03)
## Topic 1: kurd, soldier, five, oper, die
## Topic 2: four, kill, ten, sep, villag
## Topic 3: attack, anatolia, dead, offici, civilian
## Topic 4: turkey, six, roj, least, se
## Topic 5: kill, seven, fight, rebel, politika
## Topic 6: ankara, kill, terrorist, secur, f
## Topic 7: three, pkk, bomb, polic, turkish
## Topic 8: turkish, clash, leav, twenti, peopl
## Topic 9: kurdish, clash, two, troop, violenc
## Topic 10: r, rebel, say, conflict, dead
## Topic 11: --, kill, european, blast, eur
## Topic 12: forc, --, defens, people’, peopl
## Topic 13: milit, iraq, turkish, pkk, strike
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.078, relative change = 1.240e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.074, relative change = 1.067e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.070, relative change = 1.044e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.066, relative change = 9.063e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.063, relative change = 8.082e-04)
## Topic 1: kurd, soldier, five, die, oper
## Topic 2: four, kill, ten, sep, villag
## Topic 3: attack, dead, anatolia, offici, civilian
## Topic 4: turkey, six, roj, least, se
## Topic 5: kill, seven, fight, rebel, politika
## Topic 6: ankara, kill, terrorist, f, secur
## Topic 7: three, pkk, bomb, polic, rebel
## Topic 8: turkish, twenti, clash, leav, twenty-six
## Topic 9: kurdish, clash, two, troop, violenc
## Topic 10: r, rebel, say, dead, conflict
## Topic 11: --, kill, european, blast, eur
## Topic 12: forc, --, defens, people’, peopl
## Topic 13: milit, iraq, turkish, pkk, strike
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.059, relative change = 8.066e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.056, relative change = 8.430e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.052, relative change = 9.343e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.048, relative change = 9.604e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.045, relative change = 8.702e-04)
## Topic 1: kurd, soldier, five, die, oper
## Topic 2: four, kill, ten, villag, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, six, roj, least, se
## Topic 5: kill, seven, rebel, fight, politika
## Topic 6: ankara, kill, terrorist, f, clash
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, twenti, leav, clash, twenty-six
## Topic 9: kurdish, clash, two, troop, violenc
## Topic 10: r, rebel, say, dead, conflict
## Topic 11: --, kill, european, secur, blast
## Topic 12: forc, --, defens, people’, peopl
## Topic 13: milit, turkish, iraq, pkk, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.042, relative change = 7.470e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.039, relative change = 6.602e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.037, relative change = 5.561e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.035, relative change = 4.700e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.033, relative change = 4.767e-04)
## Topic 1: kurd, soldier, five, die, turk
## Topic 2: four, kill, ten, villag, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, six, roj, se, kurdish-rel
## Topic 5: kill, rebel, seven, fight, politika
## Topic 6: ankara, kill, terrorist, f, clash
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, twenti, leav, clash, twenty-six
## Topic 9: kurdish, clash, two, troop, violenc
## Topic 10: r, rebel, say, dead, troop
## Topic 11: --, kill, european, secur, armi
## Topic 12: forc, --, defens, people’, peopl
## Topic 13: milit, turkish, iraq, pkk, kill
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.031, relative change = 5.037e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.029, relative change = 5.074e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.027, relative change = 5.149e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 44 (approx. per word bound = -4.025, relative change = 4.566e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.023, relative change = 4.762e-04)
## Topic 1: kurd, soldier, five, die, turk
## Topic 2: kill, four, ten, villag, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, six, roj, se, kurdish-rel
## Topic 5: kill, rebel, seven, fight, politika
## Topic 6: ankara, kill, terrorist, f, clash
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, twenti, twenty-six, twenty-thre, clash
## Topic 9: kurdish, clash, two, troop, violenc
## Topic 10: r, rebel, say, troop, dead
## Topic 11: --, kill, european, soldier, secur
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: milit, turkish, iraq, pkk, kill
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.021, relative change = 5.424e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.019, relative change = 3.946e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -4.018, relative change = 3.394e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -4.017, relative change = 3.302e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.015, relative change = 3.220e-04)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, ten, villag, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, six, roj, se, kurdish-rel
## Topic 5: kill, rebel, seven, fight, politika
## Topic 6: ankara, kill, terrorist, f, clash
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, twenti, twenty-six, twenty-thre, clash
## Topic 9: kurdish, clash, two, troop, violenc
## Topic 10: r, rebel, say, troop, dead
## Topic 11: --, kill, soldier, european, secur
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: milit, turkish, iraq, kill, pkk
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -4.014, relative change = 3.134e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -4.013, relative change = 3.207e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -4.011, relative change = 3.311e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -4.010, relative change = 3.259e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.009, relative change = 3.059e-04)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, ten, villag, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, six, roj, kurdish-rel, kurdish-link
## Topic 5: kill, rebel, seven, fight, politika
## Topic 6: ankara, kill, terrorist, clash, f
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, twenti, twenty-six, twenty-thre, base
## Topic 9: kurdish, clash, two, troop, violenc
## Topic 10: r, rebel, say, troop, dead
## Topic 11: --, kill, soldier, european, rebel
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: milit, turkish, iraq, kill, pkk
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -4.008, relative change = 2.867e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -4.007, relative change = 2.736e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -4.006, relative change = 2.589e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -4.005, relative change = 2.446e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -4.004, relative change = 2.331e-04)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, ten, villag, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, six, roj, violenc, kurdish-rel
## Topic 5: kill, rebel, seven, fight, politika
## Topic 6: ankara, kill, terrorist, clash, f
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, twenti, twenty-six, twenty-thre, forc
## Topic 9: kurdish, clash, two, troop, violenc
## Topic 10: r, rebel, troop, say, dead
## Topic 11: --, kill, soldier, european, rebel
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: milit, turkish, iraq, --, kill
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -4.003, relative change = 2.370e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -4.002, relative change = 2.497e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -4.001, relative change = 2.323e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -4.000, relative change = 2.082e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -3.999, relative change = 2.020e-04)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, ten, villag, peopl
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, six, violenc, roj, kurdish-rel
## Topic 5: kill, rebel, seven, fight, politika
## Topic 6: ankara, kill, terrorist, clash, f
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, twenti, twenty-six, forc, twenty-thre
## Topic 9: kurdish, clash, two, kill, troop
## Topic 10: r, rebel, troop, say, dead
## Topic 11: --, kill, soldier, european, rebel
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: milit, turkish, --, iraq, kill
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -3.998, relative change = 2.024e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -3.998, relative change = 2.054e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -3.997, relative change = 2.083e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -3.996, relative change = 2.080e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.995, relative change = 2.040e-04)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, villag, peopl, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, violenc, six, roj, kurdish-rel
## Topic 5: kill, rebel, seven, fight, politika
## Topic 6: ankara, kill, terrorist, clash, turkish
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, twenti, forc, twenty-six, twenty-thre
## Topic 9: kurdish, clash, two, kill, troop
## Topic 10: r, rebel, troop, say, dead
## Topic 11: --, kill, soldier, european, rebel
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: milit, turkish, --, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -3.994, relative change = 2.241e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -3.993, relative change = 2.429e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -3.993, relative change = 1.560e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -3.992, relative change = 1.439e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -3.991, relative change = 1.356e-04)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, villag, peopl, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, violenc, six, roj, kurdish-rel
## Topic 5: kill, rebel, fight, seven, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, twenti, forc, twenty-six, base
## Topic 9: kurdish, clash, kill, two, troop
## Topic 10: r, rebel, troop, say, dead
## Topic 11: --, kill, soldier, european, rebel
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: --, turkish, milit, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -3.991, relative change = 1.300e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -3.990, relative change = 1.269e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -3.990, relative change = 1.307e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -3.989, relative change = 1.530e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -3.989, relative change = 1.651e-04)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, villag, peopl, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, violenc, six, roj, kurdish-rel
## Topic 5: kill, rebel, fight, seven, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, forc, twenti, twenty-six, base
## Topic 9: kurdish, clash, kill, two, troop
## Topic 10: r, rebel, troop, say, dead
## Topic 11: --, kill, soldier, european, rebel
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: --, turkish, milit, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -3.988, relative change = 1.444e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 82 (approx. per word bound = -3.988, relative change = 1.514e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 83 (approx. per word bound = -3.987, relative change = 1.620e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 84 (approx. per word bound = -3.986, relative change = 1.659e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -3.986, relative change = 1.573e-04)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, villag, peopl, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, violenc, six, roj, kurdish-rel
## Topic 5: kill, rebel, fight, seven, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, forc, twenti, twenty-six, base
## Topic 9: kurdish, clash, kill, two, eight
## Topic 10: r, rebel, troop, say, dead
## Topic 11: --, kill, soldier, european, rebel
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 86 (approx. per word bound = -3.985, relative change = 1.499e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 87 (approx. per word bound = -3.984, relative change = 2.063e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 88 (approx. per word bound = -3.983, relative change = 3.004e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 89 (approx. per word bound = -3.982, relative change = 1.242e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 90 (approx. per word bound = -3.982, relative change = 1.245e-04)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, villag, peopl, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, violenc, six, roj, kurdish-rel
## Topic 5: kill, rebel, fight, seven, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, forc, twenti, twenty-six, base
## Topic 9: kurdish, clash, kill, two, eight
## Topic 10: r, rebel, troop, say, dead
## Topic 11: --, soldier, kill, european, rebel
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 91 (approx. per word bound = -3.981, relative change = 1.265e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 92 (approx. per word bound = -3.981, relative change = 1.280e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 93 (approx. per word bound = -3.980, relative change = 1.279e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 94 (approx. per word bound = -3.980, relative change = 1.287e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -3.979, relative change = 1.455e-04)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, villag, peopl, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, violenc, six, roj, kurdish-rel
## Topic 5: kill, rebel, fight, seven, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, forc, twenti, twenty-six, base
## Topic 9: kurdish, kill, clash, two, eight
## Topic 10: r, rebel, troop, say, dead
## Topic 11: --, soldier, kill, european, rebel
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 96 (approx. per word bound = -3.979, relative change = 1.830e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 97 (approx. per word bound = -3.978, relative change = 1.418e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 98 (approx. per word bound = -3.978, relative change = 7.909e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 99 (approx. per word bound = -3.977, relative change = 6.999e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 100 (approx. per word bound = -3.977, relative change = 6.341e-05)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, villag, peopl, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, violenc, six, roj, kurdish-rel
## Topic 5: kill, rebel, fight, seven, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, forc, twenti, twenty-six, base
## Topic 9: kurdish, kill, clash, two, eight
## Topic 10: r, rebel, troop, say, dead
## Topic 11: --, soldier, kill, european, rebel
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 101 (approx. per word bound = -3.977, relative change = 6.015e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 102 (approx. per word bound = -3.977, relative change = 5.753e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 103 (approx. per word bound = -3.977, relative change = 5.659e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 104 (approx. per word bound = -3.976, relative change = 5.649e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 105 (approx. per word bound = -3.976, relative change = 5.759e-05)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, villag, peopl, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, violenc, six, roj, kurdish-rel
## Topic 5: kill, rebel, fight, seven, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, forc, twenti, twenty-six, base
## Topic 9: kurdish, kill, clash, two, eight
## Topic 10: r, rebel, troop, say, dead
## Topic 11: --, soldier, kill, european, rebel
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 106 (approx. per word bound = -3.976, relative change = 5.859e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 107 (approx. per word bound = -3.976, relative change = 5.783e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 108 (approx. per word bound = -3.975, relative change = 5.779e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 109 (approx. per word bound = -3.975, relative change = 5.737e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 110 (approx. per word bound = -3.975, relative change = 8.791e-05)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, villag, peopl, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, violenc, six, roj, kurdish-rel
## Topic 5: kill, rebel, seven, fight, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, forc, twenti, twenty-six, base
## Topic 9: kurdish, kill, clash, two, troop
## Topic 10: r, rebel, troop, say, kill
## Topic 11: --, soldier, kill, european, rebel
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 111 (approx. per word bound = -3.974, relative change = 1.404e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 112 (approx. per word bound = -3.974, relative change = 6.562e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 113 (approx. per word bound = -3.974, relative change = 4.886e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 114 (approx. per word bound = -3.974, relative change = 4.729e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 115 (approx. per word bound = -3.973, relative change = 4.659e-05)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, villag, peopl, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, violenc, six, roj, kurdish-rel
## Topic 5: kill, rebel, seven, fight, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, forc, twenti, twenty-six, base
## Topic 9: kurdish, kill, clash, two, troop
## Topic 10: r, rebel, troop, say, kill
## Topic 11: --, soldier, kill, european, two
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 116 (approx. per word bound = -3.973, relative change = 4.378e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 117 (approx. per word bound = -3.973, relative change = 4.198e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 118 (approx. per word bound = -3.973, relative change = 4.132e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 119 (approx. per word bound = -3.973, relative change = 4.245e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 120 (approx. per word bound = -3.973, relative change = 4.704e-05)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, villag, peopl, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, violenc, six, roj, kurdish-rel
## Topic 5: kill, rebel, seven, fight, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, forc, twenti, twenty-six, base
## Topic 9: kurdish, kill, clash, two, troop
## Topic 10: r, rebel, troop, say, kill
## Topic 11: --, soldier, kill, european, two
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 121 (approx. per word bound = -3.972, relative change = 5.243e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 122 (approx. per word bound = -3.972, relative change = 5.088e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 123 (approx. per word bound = -3.972, relative change = 4.389e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 124 (approx. per word bound = -3.972, relative change = 4.130e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 125 (approx. per word bound = -3.972, relative change = 4.132e-05)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, villag, peopl, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, violenc, six, roj, kurdish-rel
## Topic 5: rebel, kill, seven, fight, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, forc, twenti, twenty-six, base
## Topic 9: kurdish, kill, clash, two, troop
## Topic 10: r, rebel, troop, say, kill
## Topic 11: --, soldier, kill, european, two
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 126 (approx. per word bound = -3.971, relative change = 4.100e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 127 (approx. per word bound = -3.971, relative change = 4.103e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 128 (approx. per word bound = -3.971, relative change = 4.139e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 129 (approx. per word bound = -3.971, relative change = 4.183e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 130 (approx. per word bound = -3.971, relative change = 4.184e-05)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, villag, peopl, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, violenc, six, roj, kurdish-rel
## Topic 5: rebel, kill, seven, fight, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, forc, twenti, twenty-six, twenty-f
## Topic 9: kurdish, kill, clash, two, troop
## Topic 10: r, rebel, troop, say, kill
## Topic 11: --, soldier, kill, european, two
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -3.971, relative change = 4.076e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 132 (approx. per word bound = -3.970, relative change = 3.935e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 133 (approx. per word bound = -3.970, relative change = 3.980e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 134 (approx. per word bound = -3.970, relative change = 4.084e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 135 (approx. per word bound = -3.970, relative change = 4.336e-05)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, villag, peopl, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, violenc, six, roj, kurdish-rel
## Topic 5: rebel, kill, seven, fight, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, forc, twenti, twenty-six, twenty-f
## Topic 9: kurdish, kill, clash, two, troop
## Topic 10: r, rebel, troop, kill, say
## Topic 11: --, soldier, kill, european, two
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 136 (approx. per word bound = -3.970, relative change = 4.614e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 137 (approx. per word bound = -3.970, relative change = 4.724e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 138 (approx. per word bound = -3.969, relative change = 4.586e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 139 (approx. per word bound = -3.969, relative change = 4.779e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 140 (approx. per word bound = -3.969, relative change = 5.002e-05)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, villag, peopl, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, violenc, six, roj, kurdish-rel
## Topic 5: rebel, kill, fight, seven, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, forc, twenti, twenty-six, twenty-f
## Topic 9: kurdish, kill, clash, two, troop
## Topic 10: r, rebel, troop, kill, say
## Topic 11: --, soldier, kill, european, two
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 141 (approx. per word bound = -3.969, relative change = 5.290e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 142 (approx. per word bound = -3.969, relative change = 5.637e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 143 (approx. per word bound = -3.968, relative change = 5.814e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 144 (approx. per word bound = -3.968, relative change = 6.120e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 145 (approx. per word bound = -3.968, relative change = 6.214e-05)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, villag, peopl, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, violenc, six, roj, kurdish-rel
## Topic 5: rebel, kill, fight, seven, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, forc, twenti, twenty-six, twenty-f
## Topic 9: kurdish, kill, clash, two, troop
## Topic 10: r, rebel, troop, kill, say
## Topic 11: --, soldier, kill, european, two
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 146 (approx. per word bound = -3.968, relative change = 6.214e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 147 (approx. per word bound = -3.967, relative change = 5.753e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 148 (approx. per word bound = -3.967, relative change = 5.558e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 149 (approx. per word bound = -3.967, relative change = 5.367e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 150 (approx. per word bound = -3.967, relative change = 5.109e-05)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, villag, peopl, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, violenc, six, roj, kurdish-rel
## Topic 5: rebel, kill, fight, seven, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, forc, twenti, twenty-six, twenty-f
## Topic 9: kurdish, kill, clash, two, troop
## Topic 10: r, rebel, kill, troop, say
## Topic 11: --, soldier, kill, european, two
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 151 (approx. per word bound = -3.967, relative change = 4.846e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 152 (approx. per word bound = -3.966, relative change = 4.526e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 153 (approx. per word bound = -3.966, relative change = 4.428e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 154 (approx. per word bound = -3.966, relative change = 4.571e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 155 (approx. per word bound = -3.966, relative change = 5.030e-05)
## Topic 1: kurd, soldier, die, five, turk
## Topic 2: kill, four, villag, peopl, member
## Topic 3: attack, one, dead, offici, civilian
## Topic 4: turkey, violenc, six, roj, kurdish-rel
## Topic 5: rebel, kill, fight, seven, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: three, pkk, bomb, polic, wound
## Topic 8: turkish, forc, twenti, twenty-six, twenty-f
## Topic 9: kurdish, kill, clash, two, troop
## Topic 10: r, rebel, kill, troop, say
## Topic 11: --, soldier, kill, european, two
## Topic 12: --, forc, defens, people’, peopl
## Topic 13: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 156 (approx. per word bound = -3.966, relative change = 5.954e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 157 (approx. per word bound = -3.965, relative change = 7.451e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 158 (approx. per word bound = -3.965, relative change = 9.934e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 159 (approx. per word bound = -3.965, relative change = 6.690e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ..............
## Recovering initialization...
## ..................
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -5.071)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.770, relative change = 5.942e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.603, relative change = 3.490e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.496, relative change = 2.332e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.426, relative change = 1.568e-02)
## Topic 1: pkk, bomb, forc, strike, sep
## Topic 2: kurdish, troop, violenc, seven, least
## Topic 3: forc, people’, defens, blast, offici
## Topic 4: two, attack, dead, milit, guerrilla
## Topic 5: turkish, kill, ankara, secur, rebel
## Topic 6: kill, soldier, one, rebel, turkish
## Topic 7: armi, provinc, near, kill, soldier
## Topic 8: three, milit, pkk, polic, militari
## Topic 9: turkey, rebel, kurd, terrorist, f
## Topic 10: eight, peopl, wound, kill, turk
## Topic 11: defens, oper, eur, explos, landmin
## Topic 12: r, kill, clash, say, secur
## Topic 13: --, kill, turkish, peopl, soldier
## Topic 14: clash, iraq, ankara, death, forc
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.373, relative change = 1.183e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.334, relative change = 8.964e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.302, relative change = 7.298e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.275, relative change = 6.274e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.255, relative change = 4.895e-03)
## Topic 1: pkk, bomb, strike, iraqi, sep
## Topic 2: kurdish, troop, violenc, seven, least
## Topic 3: forc, defens, people’, blast, offici
## Topic 4: two, attack, dead, guerrilla, offic
## Topic 5: turkish, kill, ankara, secur, rebel
## Topic 6: soldier, kill, turkish, one, rebel
## Topic 7: armi, provinc, kill, near, turkish
## Topic 8: milit, three, pkk, kill, european
## Topic 9: turkey, rebel, kurd, terrorist, f
## Topic 10: eight, turk, fight, peopl, wound
## Topic 11: defens, peopl, oper, eur, explos
## Topic 12: r, kill, say, clash, conflict
## Topic 13: --, kill, turkish, sputnik, car
## Topic 14: clash, iraq, ankara, death, region
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.237, relative change = 4.047e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.223, relative change = 3.387e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.209, relative change = 3.335e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.196, relative change = 3.153e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.183, relative change = 2.996e-03)
## Topic 1: bomb, strike, pkk, iraqi, apr
## Topic 2: kurdish, troop, violenc, seven, least
## Topic 3: forc, defens, people’, --, offici
## Topic 4: two, attack, dead, guerrilla, offic
## Topic 5: turkish, kill, ankara, secur, oper
## Topic 6: soldier, kill, turkish, one, wound
## Topic 7: armi, turkish, provinc, kill, near
## Topic 8: milit, pkk, three, kill, european
## Topic 9: turkey, rebel, kurd, terrorist, f
## Topic 10: eight, turk, fight, terörist, etkisiz
## Topic 11: peopl, defens, --, eur, oper
## Topic 12: r, kill, say, conflict, clash
## Topic 13: --, turkish, kill, sputnik, cr
## Topic 14: clash, iraq, region, curfew, syria
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.171, relative change = 2.879e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.160, relative change = 2.519e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.151, relative change = 2.163e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.144, relative change = 1.778e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.137, relative change = 1.670e-03)
## Topic 1: bomb, strike, pkk, iraqi, apr
## Topic 2: kurdish, troop, violenc, seven, least
## Topic 3: forc, defens, people’, --, view
## Topic 4: two, attack, dead, guerrilla, offic
## Topic 5: turkish, kill, ankara, secur, anatolia
## Topic 6: soldier, kill, turkish, one, wound
## Topic 7: armi, turkish, oper, provinc, near
## Topic 8: kill, milit, pkk, three, european
## Topic 9: turkey, rebel, kurd, terrorist, f
## Topic 10: eight, turk, fight, terörist, etkisiz
## Topic 11: peopl, --, defens, eur, thirteen
## Topic 12: r, kill, say, kurd, rebel
## Topic 13: --, turkish, kill, sputnik, cr
## Topic 14: clash, iraq, region, syria, forty-on
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.130, relative change = 1.627e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.123, relative change = 1.742e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.115, relative change = 2.036e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.105, relative change = 2.309e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.095, relative change = 2.431e-03)
## Topic 1: bomb, iraq, strike, pkk, iraqi
## Topic 2: kurdish, troop, violenc, seven, least
## Topic 3: forc, defens, people’, --, view
## Topic 4: two, attack, dead, guerrilla, offic
## Topic 5: turkish, kill, ankara, secur, terrorist
## Topic 6: soldier, kill, turkish, one, wound
## Topic 7: armi, turkish, oper, provinc, near
## Topic 8: kill, milit, pkk, three, european
## Topic 9: turkey, rebel, kurd, terrorist, five
## Topic 10: eight, turk, fight, terörist, etkisiz
## Topic 11: peopl, --, defens, eur, ÅŸehit
## Topic 12: r, kill, kurd, say, rebel
## Topic 13: --, turkish, kill, turkey, sputnik
## Topic 14: clash, iraq, region, forty-on, almost
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.086, relative change = 2.338e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.078, relative change = 2.028e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.071, relative change = 1.716e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.064, relative change = 1.545e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.059, relative change = 1.296e-03)
## Topic 1: iraq, bomb, pkk, strike, iraqi
## Topic 2: kurdish, troop, violenc, seven, turkey
## Topic 3: forc, defens, people’, --, view
## Topic 4: two, attack, dead, guerrilla, offic
## Topic 5: turkish, kill, ankara, terrorist, secur
## Topic 6: soldier, kill, turkish, one, wound
## Topic 7: armi, turkish, oper, provinc, near
## Topic 8: kill, milit, three, pkk, european
## Topic 9: rebel, turkey, kurd, five, four
## Topic 10: eight, turk, fight, terörist, etkisiz
## Topic 11: peopl, --, defens, eur, ÅŸehit
## Topic 12: r, kill, kurd, say, conflict
## Topic 13: --, turkish, kill, turkey, secur
## Topic 14: clash, region, forty-on, nine, abettor
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.054, relative change = 1.135e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.050, relative change = 1.003e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.047, relative change = 9.024e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.043, relative change = 8.236e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.040, relative change = 7.840e-04)
## Topic 1: iraq, bomb, pkk, strike, air
## Topic 2: kurdish, troop, violenc, seven, turkey
## Topic 3: forc, defens, --, people’, view
## Topic 4: two, attack, dead, guerrilla, offic
## Topic 5: turkish, kill, ankara, terrorist, f
## Topic 6: soldier, kill, turkish, one, wound
## Topic 7: armi, turkish, oper, provinc, near
## Topic 8: kill, milit, pkk, three, european
## Topic 9: rebel, turkey, kurd, five, four
## Topic 10: eight, turk, fight, terörist, etkisiz
## Topic 11: peopl, --, defens, eur, ÅŸehit
## Topic 12: r, kill, kurd, say, conflict
## Topic 13: --, kill, turkish, turkey, secur
## Topic 14: clash, nine, region, forty-on, self
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.037, relative change = 7.815e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.034, relative change = 7.825e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.031, relative change = 7.549e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.028, relative change = 6.115e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.026, relative change = 5.251e-04)
## Topic 1: iraq, bomb, pkk, strike, air
## Topic 2: kurdish, troop, violenc, seven, turkey
## Topic 3: forc, defens, --, people’, view
## Topic 4: two, attack, dead, offic, roj
## Topic 5: turkish, kill, ankara, terrorist, f
## Topic 6: soldier, kill, turkish, one, wound
## Topic 7: armi, turkish, oper, provinc, near
## Topic 8: kill, milit, pkk, three, european
## Topic 9: rebel, turkey, kurd, five, four
## Topic 10: eight, turk, fight, terörist, etkisiz
## Topic 11: peopl, --, defens, eur, ÅŸehit
## Topic 12: r, kill, kurd, say, conflict
## Topic 13: --, kill, turkish, turkey, secur
## Topic 14: clash, nine, region, forty-on, self
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.024, relative change = 5.125e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.022, relative change = 5.322e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.020, relative change = 5.313e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -4.018, relative change = 5.131e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.016, relative change = 4.453e-04)
## Topic 1: iraq, bomb, pkk, strike, air
## Topic 2: kurdish, troop, violenc, seven, turkey
## Topic 3: forc, defens, --, people’, view
## Topic 4: two, attack, dead, offic, roj
## Topic 5: turkish, kill, ankara, terrorist, f
## Topic 6: soldier, kill, turkish, one, wound
## Topic 7: armi, turkish, oper, provinc, near
## Topic 8: kill, milit, pkk, three, turkish
## Topic 9: rebel, turkey, kurd, five, six
## Topic 10: eight, turk, fight, terörist, etkisiz
## Topic 11: peopl, --, defens, eur, ÅŸehit
## Topic 12: r, kill, kurd, say, conflict
## Topic 13: --, kill, turkey, turkish, secur
## Topic 14: clash, nine, region, forty-on, self
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.014, relative change = 3.875e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.013, relative change = 3.746e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -4.011, relative change = 4.309e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -4.009, relative change = 4.507e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.008, relative change = 4.087e-04)
## Topic 1: iraq, bomb, turkish, pkk, strike
## Topic 2: kurdish, troop, violenc, seven, turkey
## Topic 3: forc, defens, --, people’, view
## Topic 4: two, attack, dead, offic, roj
## Topic 5: turkish, kill, ankara, terrorist, f
## Topic 6: soldier, turkish, kill, one, wound
## Topic 7: armi, turkish, oper, provinc, near
## Topic 8: kill, milit, pkk, three, turkish
## Topic 9: rebel, turkey, kurd, five, six
## Topic 10: eight, turk, fight, terörist, etkisiz
## Topic 11: peopl, --, defens, eur, ÅŸehit
## Topic 12: r, kill, kurd, say, conflict
## Topic 13: --, kill, turkey, secur, european
## Topic 14: clash, nine, region, forty-on, self
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -4.006, relative change = 3.906e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -4.005, relative change = 3.754e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -4.003, relative change = 3.718e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -4.002, relative change = 3.700e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.000, relative change = 3.824e-04)
## Topic 1: iraq, turkish, bomb, pkk, strike
## Topic 2: kurdish, troop, violenc, seven, turkey
## Topic 3: forc, defens, --, people’, view
## Topic 4: two, attack, dead, offic, roj
## Topic 5: turkish, kill, ankara, terrorist, f
## Topic 6: soldier, turkish, kill, one, four
## Topic 7: armi, turkish, oper, provinc, near
## Topic 8: kill, milit, pkk, three, turkish
## Topic 9: rebel, turkey, kurd, five, die
## Topic 10: eight, turk, fight, terörist, etkisiz
## Topic 11: peopl, --, defens, eur, ÅŸehit
## Topic 12: r, kill, kurd, say, conflict
## Topic 13: --, kill, turkey, european, secur
## Topic 14: clash, nine, region, forty-on, self
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -3.999, relative change = 3.994e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -3.997, relative change = 3.763e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -3.996, relative change = 3.627e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -3.994, relative change = 3.725e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -3.993, relative change = 3.739e-04)
## Topic 1: iraq, turkish, bomb, pkk, strike
## Topic 2: kurdish, troop, violenc, seven, turkey
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, dead, offic, roj
## Topic 5: turkish, kill, ankara, terrorist, f
## Topic 6: soldier, turkish, kill, one, three
## Topic 7: armi, turkish, oper, provinc, near
## Topic 8: kill, milit, pkk, turkish, say
## Topic 9: rebel, turkey, kurd, die, six
## Topic 10: eight, turk, fight, terörist, etkisiz
## Topic 11: peopl, --, eur, defens, ÅŸehit
## Topic 12: r, kill, kurd, say, conflict
## Topic 13: --, kill, turkey, european, secur
## Topic 14: clash, nine, region, forty-on, self
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -3.991, relative change = 3.559e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -3.990, relative change = 3.284e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -3.989, relative change = 3.296e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -3.987, relative change = 3.219e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -3.986, relative change = 2.986e-04)
## Topic 1: iraq, turkish, bomb, pkk, strike
## Topic 2: kurdish, troop, violenc, turkey, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, dead, offic, roj
## Topic 5: turkish, kill, ankara, terrorist, f
## Topic 6: soldier, turkish, kill, three, one
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: kill, milit, pkk, turkish, say
## Topic 9: rebel, turkey, kurd, die, five
## Topic 10: eight, turk, fight, terörist, etkisiz
## Topic 11: peopl, --, eur, defens, ÅŸehit
## Topic 12: r, kill, kurd, say, conflict
## Topic 13: --, kill, turkey, european, secur
## Topic 14: clash, nine, region, forty-on, self
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -3.985, relative change = 2.704e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -3.984, relative change = 2.468e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -3.983, relative change = 2.306e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -3.982, relative change = 2.225e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.981, relative change = 2.112e-04)
## Topic 1: iraq, turkish, bomb, strike, pkk
## Topic 2: kurdish, troop, violenc, turkey, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, dead, offic, roj
## Topic 5: turkish, kill, ankara, terrorist, f
## Topic 6: soldier, turkish, kill, three, one
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: kill, milit, pkk, say, turkish
## Topic 9: rebel, turkey, kurd, die, five
## Topic 10: eight, turk, fight, terörist, etkisiz
## Topic 11: peopl, --, eur, defens, forc
## Topic 12: r, kill, kurd, say, troop
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, self
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -3.981, relative change = 2.083e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -3.980, relative change = 2.056e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -3.979, relative change = 1.951e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -3.978, relative change = 1.865e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -3.978, relative change = 1.801e-04)
## Topic 1: iraq, turkish, bomb, strike, pkk
## Topic 2: kurdish, troop, violenc, turkey, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, dead, offic, polic
## Topic 5: turkish, kill, ankara, terrorist, f
## Topic 6: turkish, soldier, kill, three, one
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: kill, milit, pkk, say, militari
## Topic 9: rebel, turkey, kurd, die, five
## Topic 10: eight, turk, fight, terörist, etkisiz
## Topic 11: peopl, --, defens, eur, forc
## Topic 12: r, kill, kurd, say, troop
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, self
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -3.977, relative change = 1.785e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -3.976, relative change = 1.753e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -3.975, relative change = 1.677e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -3.975, relative change = 1.657e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -3.974, relative change = 1.707e-04)
## Topic 1: iraq, turkish, bomb, strike, pkk
## Topic 2: kurdish, turkey, violenc, troop, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, dead, offic, polic
## Topic 5: turkish, kill, ankara, terrorist, f
## Topic 6: turkish, soldier, kill, three, one
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: kill, milit, pkk, say, militari
## Topic 9: rebel, turkey, kurd, die, five
## Topic 10: eight, turk, fight, terörist, etkisiz
## Topic 11: peopl, --, defens, forc, eur
## Topic 12: r, kill, kurd, troop, say
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, self
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -3.973, relative change = 1.963e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 82 (approx. per word bound = -3.973, relative change = 2.150e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 83 (approx. per word bound = -3.972, relative change = 1.727e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 84 (approx. per word bound = -3.971, relative change = 1.490e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -3.971, relative change = 1.408e-04)
## Topic 1: iraq, turkish, bomb, strike, air
## Topic 2: kurdish, turkey, violenc, troop, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, dead, polic, offic
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, one
## Topic 7: armi, turkish, oper, provinc, near
## Topic 8: kill, milit, pkk, say, militari
## Topic 9: rebel, turkey, kurd, die, five
## Topic 10: eight, turk, fight, terörist, etkisiz
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, kurd, troop, say
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, self
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 86 (approx. per word bound = -3.970, relative change = 1.411e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 87 (approx. per word bound = -3.970, relative change = 1.474e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 88 (approx. per word bound = -3.969, relative change = 1.607e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 89 (approx. per word bound = -3.968, relative change = 1.814e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 90 (approx. per word bound = -3.967, relative change = 2.092e-04)
## Topic 1: iraq, turkish, strike, bomb, air
## Topic 2: kurdish, turkey, violenc, troop, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, dead, polic, offic
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, one
## Topic 7: armi, turkish, oper, provinc, near
## Topic 8: kill, milit, pkk, say, militari
## Topic 9: rebel, turkey, kurd, die, five
## Topic 10: eight, turk, fight, terörist, etkisiz
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, kurd, troop, say
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, self
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 91 (approx. per word bound = -3.966, relative change = 2.291e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 92 (approx. per word bound = -3.966, relative change = 2.329e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 93 (approx. per word bound = -3.965, relative change = 2.143e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 94 (approx. per word bound = -3.964, relative change = 1.836e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -3.963, relative change = 1.590e-04)
## Topic 1: iraq, turkish, strike, air, pkk
## Topic 2: kurdish, turkey, violenc, troop, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, dead, bomb, polic
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, one
## Topic 7: armi, turkish, oper, provinc, near
## Topic 8: milit, kill, pkk, say, militari
## Topic 9: rebel, turkey, kurd, die, five
## Topic 10: turk, eight, fight, terörist, etkisiz
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, kurd, troop, say
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, self
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 96 (approx. per word bound = -3.963, relative change = 1.432e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 97 (approx. per word bound = -3.962, relative change = 1.365e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 98 (approx. per word bound = -3.962, relative change = 1.297e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 99 (approx. per word bound = -3.961, relative change = 1.181e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 100 (approx. per word bound = -3.961, relative change = 1.099e-04)
## Topic 1: iraq, turkish, strike, air, pkk
## Topic 2: kurdish, turkey, violenc, troop, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, dead, bomb, polic
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, one
## Topic 7: armi, turkish, oper, provinc, near
## Topic 8: milit, pkk, kill, say, militari
## Topic 9: rebel, turkey, kurd, die, five
## Topic 10: turk, eight, fight, terörist, etkisiz
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, kurd, troop, say
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, self
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 101 (approx. per word bound = -3.960, relative change = 1.053e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 102 (approx. per word bound = -3.960, relative change = 1.027e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 103 (approx. per word bound = -3.960, relative change = 1.002e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 104 (approx. per word bound = -3.959, relative change = 9.497e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 105 (approx. per word bound = -3.959, relative change = 9.017e-05)
## Topic 1: iraq, turkish, strike, air, pkk
## Topic 2: kurdish, turkey, violenc, seven, troop
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, dead, bomb, polic
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, one
## Topic 7: armi, turkish, oper, provinc, near
## Topic 8: milit, pkk, kill, say, militari
## Topic 9: rebel, turkey, kurd, die, five
## Topic 10: turk, eight, fight, terörist, etkisiz
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, kurd, troop, say
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, self
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 106 (approx. per word bound = -3.958, relative change = 8.889e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 107 (approx. per word bound = -3.958, relative change = 8.985e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 108 (approx. per word bound = -3.958, relative change = 8.901e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 109 (approx. per word bound = -3.957, relative change = 8.780e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 110 (approx. per word bound = -3.957, relative change = 9.146e-05)
## Topic 1: iraq, turkish, strike, air, pkk
## Topic 2: kurdish, turkey, violenc, seven, troop
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, dead, bomb, polic
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, one
## Topic 7: armi, turkish, oper, provinc, near
## Topic 8: milit, pkk, kill, say, militari
## Topic 9: rebel, turkey, kurd, die, five
## Topic 10: turk, eight, fight, terörist, etkisiz
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, kurd, troop, say
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, self
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 111 (approx. per word bound = -3.957, relative change = 9.402e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 112 (approx. per word bound = -3.956, relative change = 9.219e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 113 (approx. per word bound = -3.956, relative change = 9.597e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 114 (approx. per word bound = -3.955, relative change = 1.121e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 115 (approx. per word bound = -3.955, relative change = 1.386e-04)
## Topic 1: iraq, turkish, strike, air, pkk
## Topic 2: kurdish, turkey, violenc, seven, troop
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, dead, bomb, polic
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, one
## Topic 7: armi, turkish, oper, provinc, near
## Topic 8: milit, pkk, kill, say, militari
## Topic 9: rebel, turkey, kurd, die, five
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, kurd, troop, say
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, self
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 116 (approx. per word bound = -3.954, relative change = 1.545e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 117 (approx. per word bound = -3.954, relative change = 1.333e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 118 (approx. per word bound = -3.953, relative change = 9.647e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 119 (approx. per word bound = -3.953, relative change = 8.046e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 120 (approx. per word bound = -3.953, relative change = 7.901e-05)
## Topic 1: iraq, turkish, strike, air, pkk
## Topic 2: kurdish, turkey, violenc, seven, troop
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, dead, bomb, polic
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, one
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: milit, pkk, kill, say, militari
## Topic 9: rebel, turkey, kurd, die, five
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, kurd, troop, say
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, self
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 121 (approx. per word bound = -3.952, relative change = 8.336e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 122 (approx. per word bound = -3.952, relative change = 9.365e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 123 (approx. per word bound = -3.952, relative change = 1.085e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 124 (approx. per word bound = -3.951, relative change = 1.118e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 125 (approx. per word bound = -3.951, relative change = 1.096e-04)
## Topic 1: iraq, turkish, strike, air, pkk
## Topic 2: kurdish, turkey, violenc, seven, troop
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, dead, bomb, polic
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, one
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: milit, pkk, kill, militari, say
## Topic 9: rebel, turkey, kurd, die, five
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, kurd, troop, say
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, casualti
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 126 (approx. per word bound = -3.950, relative change = 1.066e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 127 (approx. per word bound = -3.950, relative change = 1.005e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 128 (approx. per word bound = -3.950, relative change = 9.402e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 129 (approx. per word bound = -3.949, relative change = 8.516e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 130 (approx. per word bound = -3.949, relative change = 6.868e-05)
## Topic 1: iraq, turkish, strike, air, pkk
## Topic 2: kurdish, turkey, violenc, seven, troop
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, dead, polic
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, one
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: milit, pkk, kill, militari, say
## Topic 9: rebel, turkey, kurd, die, kill
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, kurd, troop, say
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, casualti
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -3.949, relative change = 7.010e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 132 (approx. per word bound = -3.948, relative change = 7.286e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 133 (approx. per word bound = -3.948, relative change = 7.086e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 134 (approx. per word bound = -3.948, relative change = 6.996e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 135 (approx. per word bound = -3.948, relative change = 7.713e-05)
## Topic 1: iraq, turkish, strike, air, pkk
## Topic 2: kurdish, turkey, violenc, seven, troop
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, dead
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, one
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: milit, pkk, kill, militari, say
## Topic 9: rebel, turkey, kurd, kill, die
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, kurd, troop, say
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, casualti
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 136 (approx. per word bound = -3.947, relative change = 8.040e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 137 (approx. per word bound = -3.947, relative change = 8.775e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 138 (approx. per word bound = -3.947, relative change = 7.964e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 139 (approx. per word bound = -3.946, relative change = 6.803e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 140 (approx. per word bound = -3.946, relative change = 6.654e-05)
## Topic 1: iraq, turkish, strike, air, pkk
## Topic 2: kurdish, turkey, violenc, seven, troop
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, dead
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, one
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: milit, pkk, kill, militari, say
## Topic 9: rebel, turkey, kurd, kill, die
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, kurd, troop, say
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, casualti
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 141 (approx. per word bound = -3.946, relative change = 6.744e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 142 (approx. per word bound = -3.946, relative change = 6.779e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 143 (approx. per word bound = -3.945, relative change = 6.777e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 144 (approx. per word bound = -3.945, relative change = 6.751e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 145 (approx. per word bound = -3.945, relative change = 6.659e-05)
## Topic 1: iraq, turkish, strike, air, pkk
## Topic 2: kurdish, turkey, seven, violenc, troop
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, dead
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, one
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, turkey, kill, kurd, die
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, kurd, troop, say
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, casualti
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 146 (approx. per word bound = -3.944, relative change = 6.520e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 147 (approx. per word bound = -3.944, relative change = 6.464e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 148 (approx. per word bound = -3.944, relative change = 6.403e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 149 (approx. per word bound = -3.944, relative change = 6.044e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 150 (approx. per word bound = -3.944, relative change = 5.539e-05)
## Topic 1: iraq, turkish, strike, pkk, air
## Topic 2: kurdish, turkey, seven, troop, violenc
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, dead
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, one
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, turkey, kill, kurd, die
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, kurd, troop, turkey
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, casualti
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 151 (approx. per word bound = -3.943, relative change = 5.287e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 152 (approx. per word bound = -3.943, relative change = 5.224e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 153 (approx. per word bound = -3.943, relative change = 5.202e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 154 (approx. per word bound = -3.943, relative change = 5.202e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 155 (approx. per word bound = -3.942, relative change = 5.395e-05)
## Topic 1: iraq, turkish, strike, pkk, air
## Topic 2: kurdish, turkey, seven, troop, violenc
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, dead
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, one
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, turkey, kill, kurd, die
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, kurd, troop, turkey
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, casualti
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 156 (approx. per word bound = -3.942, relative change = 5.461e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 157 (approx. per word bound = -3.942, relative change = 6.359e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 158 (approx. per word bound = -3.942, relative change = 7.174e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 159 (approx. per word bound = -3.941, relative change = 7.288e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 160 (approx. per word bound = -3.941, relative change = 6.609e-05)
## Topic 1: iraq, turkish, strike, pkk, kill
## Topic 2: kurdish, turkey, troop, seven, violenc
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, dead
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, one
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, turkey, kurd, die
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, kurd, turkey, troop
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, casualti
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 161 (approx. per word bound = -3.941, relative change = 6.799e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 162 (approx. per word bound = -3.941, relative change = 6.871e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 163 (approx. per word bound = -3.940, relative change = 7.151e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 164 (approx. per word bound = -3.940, relative change = 7.502e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 165 (approx. per word bound = -3.940, relative change = 7.765e-05)
## Topic 1: iraq, turkish, strike, pkk, kill
## Topic 2: kurdish, turkey, troop, seven, violenc
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, dead
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, turkey, kurd, die
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, kurd, turkey, troop
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, casualti
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 166 (approx. per word bound = -3.939, relative change = 7.850e-05)
## ....................................................................................................
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## Completing Iteration 167 (approx. per word bound = -3.939, relative change = 7.779e-05)
## ....................................................................................................
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## Completing Iteration 168 (approx. per word bound = -3.939, relative change = 7.512e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 169 (approx. per word bound = -3.939, relative change = 7.214e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 170 (approx. per word bound = -3.938, relative change = 6.948e-05)
## Topic 1: iraq, turkish, --, kill, pkk
## Topic 2: kurdish, turkey, troop, seven, violenc
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, dead
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, turkey, kurd, die
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, kurd, turkey, troop
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, forty-six
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 171 (approx. per word bound = -3.938, relative change = 6.594e-05)
## ....................................................................................................
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## Completing Iteration 172 (approx. per word bound = -3.938, relative change = 6.290e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 173 (approx. per word bound = -3.938, relative change = 5.879e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 174 (approx. per word bound = -3.937, relative change = 6.008e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 175 (approx. per word bound = -3.937, relative change = 5.160e-05)
## Topic 1: iraq, turkish, --, kill, pkk
## Topic 2: kurdish, turkey, troop, seven, violenc
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, dead
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, turkey, kurd, die
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, kurd, turkey, troop
## Topic 13: --, kill, european, turkey, secur
## Topic 14: clash, nine, region, forty-on, forty-six
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 176 (approx. per word bound = -3.937, relative change = 3.988e-05)
## ....................................................................................................
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## Completing Iteration 177 (approx. per word bound = -3.937, relative change = 3.497e-05)
## ....................................................................................................
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## Completing Iteration 178 (approx. per word bound = -3.937, relative change = 3.388e-05)
## ....................................................................................................
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## Completing Iteration 179 (approx. per word bound = -3.937, relative change = 3.397e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 180 (approx. per word bound = -3.936, relative change = 3.626e-05)
## Topic 1: iraq, turkish, --, kill, pkk
## Topic 2: kurdish, turkey, troop, seven, violenc
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, dead
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, turkey, kurd, die
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, kurd, turkey, troop
## Topic 13: --, kill, turkey, european, secur
## Topic 14: clash, nine, region, forty-on, forty-six
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 181 (approx. per word bound = -3.936, relative change = 3.236e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 182 (approx. per word bound = -3.936, relative change = 3.214e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 183 (approx. per word bound = -3.936, relative change = 3.206e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 184 (approx. per word bound = -3.936, relative change = 3.361e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 185 (approx. per word bound = -3.936, relative change = 3.551e-05)
## Topic 1: iraq, turkish, --, kill, pkk
## Topic 2: kurdish, turkey, troop, seven, violenc
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, dead
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, turkey, die
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, turkey, kurd, troop
## Topic 13: --, kill, turkey, european, secur
## Topic 14: clash, nine, region, forty-on, forty-six
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 186 (approx. per word bound = -3.936, relative change = 3.659e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 187 (approx. per word bound = -3.935, relative change = 3.689e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 188 (approx. per word bound = -3.935, relative change = 3.789e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 189 (approx. per word bound = -3.935, relative change = 3.481e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 190 (approx. per word bound = -3.935, relative change = 2.860e-05)
## Topic 1: iraq, turkish, --, kill, pkk
## Topic 2: kurdish, turkey, troop, seven, violenc
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, dead
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, turkey, die
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, kill, turkey, kurd, troop
## Topic 13: --, kill, turkey, european, secur
## Topic 14: clash, nine, region, forty-on, forty-six
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 191 (approx. per word bound = -3.935, relative change = 2.402e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 192 (approx. per word bound = -3.935, relative change = 2.215e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 193 (approx. per word bound = -3.935, relative change = 2.195e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 194 (approx. per word bound = -3.935, relative change = 2.219e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 195 (approx. per word bound = -3.935, relative change = 2.233e-05)
## Topic 1: iraq, turkish, --, kill, pkk
## Topic 2: kurdish, turkey, troop, seven, violenc
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, dead
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, turkey, die
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kill, kurd, troop
## Topic 13: --, kill, turkey, european, secur
## Topic 14: clash, nine, region, forty-on, forty-six
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 196 (approx. per word bound = -3.935, relative change = 2.109e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 197 (approx. per word bound = -3.934, relative change = 1.998e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 198 (approx. per word bound = -3.934, relative change = 2.025e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 199 (approx. per word bound = -3.934, relative change = 2.098e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 200 (approx. per word bound = -3.934, relative change = 2.217e-05)
## Topic 1: iraq, turkish, --, kill, pkk
## Topic 2: kurdish, turkey, troop, seven, violenc
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, turkey, die
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kill, kurd, troop
## Topic 13: --, kill, turkey, european, secur
## Topic 14: clash, nine, region, forty-on, forty-six
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 201 (approx. per word bound = -3.934, relative change = 2.343e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 202 (approx. per word bound = -3.934, relative change = 2.461e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 203 (approx. per word bound = -3.934, relative change = 2.434e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 204 (approx. per word bound = -3.934, relative change = 2.473e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 205 (approx. per word bound = -3.934, relative change = 2.546e-05)
## Topic 1: iraq, turkish, --, kill, pkk
## Topic 2: kurdish, turkey, troop, seven, violenc
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, turkey, die
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kill, kurd, troop
## Topic 13: --, kill, turkey, european, secur
## Topic 14: clash, nine, region, forty-on, forty-six
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 206 (approx. per word bound = -3.934, relative change = 2.652e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 207 (approx. per word bound = -3.934, relative change = 2.741e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 208 (approx. per word bound = -3.933, relative change = 2.764e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 209 (approx. per word bound = -3.933, relative change = 2.588e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 210 (approx. per word bound = -3.933, relative change = 2.518e-05)
## Topic 1: iraq, turkish, --, kill, pkk
## Topic 2: kurdish, turkey, troop, seven, violenc
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, die, turkey
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kurd, kill, troop
## Topic 13: --, kill, turkey, european, secur
## Topic 14: clash, nine, forty-on, region, day
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 211 (approx. per word bound = -3.933, relative change = 2.441e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 212 (approx. per word bound = -3.933, relative change = 2.394e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 213 (approx. per word bound = -3.933, relative change = 2.362e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 214 (approx. per word bound = -3.933, relative change = 2.334e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 215 (approx. per word bound = -3.933, relative change = 2.486e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, troop, seven, violenc
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, die, turkey
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kurd, kill, troop
## Topic 13: --, kill, turkey, european, secur
## Topic 14: clash, nine, forty-on, region, day
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 216 (approx. per word bound = -3.933, relative change = 2.865e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 217 (approx. per word bound = -3.932, relative change = 3.024e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 218 (approx. per word bound = -3.932, relative change = 2.771e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 219 (approx. per word bound = -3.932, relative change = 2.804e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 220 (approx. per word bound = -3.932, relative change = 2.850e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, troop, seven, five
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, die, turkey
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kurd, kill, troop
## Topic 13: --, kill, turkey, european, secur
## Topic 14: clash, nine, forty-on, region, recent
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 221 (approx. per word bound = -3.932, relative change = 2.852e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 222 (approx. per word bound = -3.932, relative change = 2.617e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 223 (approx. per word bound = -3.932, relative change = 2.353e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 224 (approx. per word bound = -3.932, relative change = 2.167e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 225 (approx. per word bound = -3.932, relative change = 2.114e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, troop, seven, five
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, die, six
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kurd, kill, troop
## Topic 13: --, kill, turkey, european, secur
## Topic 14: clash, nine, forty-on, region, detain
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 226 (approx. per word bound = -3.932, relative change = 1.891e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 227 (approx. per word bound = -3.932, relative change = 1.652e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 228 (approx. per word bound = -3.931, relative change = 1.547e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 229 (approx. per word bound = -3.931, relative change = 1.530e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 230 (approx. per word bound = -3.931, relative change = 1.598e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, troop, seven, five
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, die, six
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kurd, kill, troop
## Topic 13: --, kill, turkey, european, secur
## Topic 14: clash, nine, forty-on, region, detain
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 231 (approx. per word bound = -3.931, relative change = 1.697e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 232 (approx. per word bound = -3.931, relative change = 1.777e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 233 (approx. per word bound = -3.931, relative change = 1.880e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 234 (approx. per word bound = -3.931, relative change = 2.190e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 235 (approx. per word bound = -3.931, relative change = 2.645e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, troop, seven, five
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, die, six
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kurd, kill, troop
## Topic 13: --, kill, turkey, european, secur
## Topic 14: clash, nine, forty-on, detain, region
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 236 (approx. per word bound = -3.931, relative change = 3.613e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 237 (approx. per word bound = -3.931, relative change = 2.903e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 238 (approx. per word bound = -3.931, relative change = 2.106e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 239 (approx. per word bound = -3.931, relative change = 2.117e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 240 (approx. per word bound = -3.930, relative change = 1.584e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, troop, seven, five
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, die, six
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kurd, kill, troop
## Topic 13: --, turkey, kill, european, secur
## Topic 14: clash, nine, forty-on, detain, region
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 241 (approx. per word bound = -3.930, relative change = 2.181e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 242 (approx. per word bound = -3.930, relative change = 1.214e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 243 (approx. per word bound = -3.930, relative change = 1.504e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 244 (approx. per word bound = -3.930, relative change = 1.520e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 245 (approx. per word bound = -3.930, relative change = 1.280e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, troop, five, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, die, six
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kurd, kill, troop
## Topic 13: --, turkey, kill, european, secur
## Topic 14: clash, nine, forty-on, detain, region
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 246 (approx. per word bound = -3.930, relative change = 1.257e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 247 (approx. per word bound = -3.930, relative change = 1.394e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 248 (approx. per word bound = -3.930, relative change = 1.585e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 249 (approx. per word bound = -3.930, relative change = 1.276e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 250 (approx. per word bound = -3.930, relative change = 1.107e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, troop, five, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, die, six
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kurd, kill, troop
## Topic 13: --, turkey, kill, european, secur
## Topic 14: clash, nine, forty-on, detain, region
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 251 (approx. per word bound = -3.930, relative change = 1.031e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 252 (approx. per word bound = -3.930, relative change = 1.052e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 253 (approx. per word bound = -3.930, relative change = 1.109e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 254 (approx. per word bound = -3.930, relative change = 1.158e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 255 (approx. per word bound = -3.930, relative change = 1.182e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, five, troop, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, die, dead
## Topic 10: turk, eight, fight, --, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kurd, kill, troop
## Topic 13: --, turkey, kill, european, secur
## Topic 14: clash, nine, forty-on, detain, separatist
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 256 (approx. per word bound = -3.930, relative change = 1.247e-05)
## ....................................................................................................
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## Completing Iteration 257 (approx. per word bound = -3.930, relative change = 1.395e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 258 (approx. per word bound = -3.930, relative change = 1.438e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 259 (approx. per word bound = -3.929, relative change = 1.311e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 260 (approx. per word bound = -3.929, relative change = 1.123e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, five, troop, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, die, dead
## Topic 10: turk, eight, --, fight, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kurd, kill, troop
## Topic 13: --, turkey, kill, european, secur
## Topic 14: clash, nine, forty-on, separatist, detain
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 261 (approx. per word bound = -3.929, relative change = 1.019e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 262 (approx. per word bound = -3.929, relative change = 1.013e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 263 (approx. per word bound = -3.929, relative change = 1.003e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 264 (approx. per word bound = -3.929, relative change = 1.035e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 265 (approx. per word bound = -3.929, relative change = 1.043e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, five, troop, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, die, dead
## Topic 10: turk, eight, --, fight, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kurd, kill, troop
## Topic 13: --, turkey, kill, european, secur
## Topic 14: clash, nine, separatist, forty-on, detain
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 266 (approx. per word bound = -3.929, relative change = 1.094e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 267 (approx. per word bound = -3.929, relative change = 1.119e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 268 (approx. per word bound = -3.929, relative change = 1.169e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 269 (approx. per word bound = -3.929, relative change = 1.188e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 270 (approx. per word bound = -3.929, relative change = 1.232e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, five, troop, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, dead, die
## Topic 10: turk, --, eight, fight, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kurd, kill, troop
## Topic 13: --, turkey, kill, european, secur
## Topic 14: clash, nine, separatist, forty-on, detain
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 271 (approx. per word bound = -3.929, relative change = 1.232e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 272 (approx. per word bound = -3.929, relative change = 1.251e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 273 (approx. per word bound = -3.929, relative change = 1.288e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 274 (approx. per word bound = -3.929, relative change = 1.337e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 275 (approx. per word bound = -3.929, relative change = 1.382e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, five, troop, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, dead, die
## Topic 10: turk, --, eight, fight, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kurd, kill, troop
## Topic 13: --, turkey, kill, european, secur
## Topic 14: clash, nine, separatist, forty-on, detain
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 276 (approx. per word bound = -3.929, relative change = 1.296e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 277 (approx. per word bound = -3.929, relative change = 1.179e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 278 (approx. per word bound = -3.929, relative change = 1.145e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 279 (approx. per word bound = -3.929, relative change = 1.116e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 280 (approx. per word bound = -3.929, relative change = 1.134e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, five, troop, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, dead, turkish
## Topic 10: turk, --, eight, fight, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kurd, kill, troop
## Topic 13: --, turkey, kill, european, secur
## Topic 14: clash, nine, separatist, forty-on, detain
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 281 (approx. per word bound = -3.928, relative change = 1.125e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 282 (approx. per word bound = -3.928, relative change = 1.143e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 283 (approx. per word bound = -3.928, relative change = 1.189e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 284 (approx. per word bound = -3.928, relative change = 1.209e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 285 (approx. per word bound = -3.928, relative change = 1.284e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, five, troop, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, dead, turkish
## Topic 10: turk, --, eight, fight, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kurd, kill, troop
## Topic 13: --, turkey, kill, european, secur
## Topic 14: clash, nine, separatist, forty-on, detain
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 286 (approx. per word bound = -3.928, relative change = 1.380e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 287 (approx. per word bound = -3.928, relative change = 1.505e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 288 (approx. per word bound = -3.928, relative change = 1.455e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 289 (approx. per word bound = -3.928, relative change = 1.340e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 290 (approx. per word bound = -3.928, relative change = 1.264e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, five, troop, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, dead, turkish
## Topic 10: turk, --, eight, fight, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kurd, kill, troop
## Topic 13: --, turkey, kill, european, secur
## Topic 14: clash, nine, separatist, forty-on, detain
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 291 (approx. per word bound = -3.928, relative change = 1.347e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 292 (approx. per word bound = -3.928, relative change = 1.434e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 293 (approx. per word bound = -3.928, relative change = 1.507e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 294 (approx. per word bound = -3.928, relative change = 1.607e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 295 (approx. per word bound = -3.928, relative change = 1.579e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, five, troop, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, turkish, dead
## Topic 10: turk, --, eight, fight, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kill, kurd, troop
## Topic 13: --, turkey, kill, european, secur
## Topic 14: clash, nine, separatist, forty-on, detain
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 296 (approx. per word bound = -3.928, relative change = 1.509e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 297 (approx. per word bound = -3.928, relative change = 1.500e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 298 (approx. per word bound = -3.928, relative change = 1.567e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 299 (approx. per word bound = -3.927, relative change = 1.494e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 300 (approx. per word bound = -3.927, relative change = 1.474e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, five, troop, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, turkish, dead
## Topic 10: turk, --, eight, fight, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kill, kurd, troop
## Topic 13: --, turkey, kill, european, secur
## Topic 14: clash, nine, separatist, forty-on, detain
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 301 (approx. per word bound = -3.927, relative change = 1.523e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 302 (approx. per word bound = -3.927, relative change = 1.750e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 303 (approx. per word bound = -3.927, relative change = 1.642e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 304 (approx. per word bound = -3.927, relative change = 1.757e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 305 (approx. per word bound = -3.927, relative change = 2.098e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, five, troop, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, turkish, dead
## Topic 10: turk, --, eight, fight, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kill, kurd, troop
## Topic 13: --, turkey, kill, european, secur
## Topic 14: clash, nine, separatist, forty-on, turkish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 306 (approx. per word bound = -3.927, relative change = 3.294e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 307 (approx. per word bound = -3.927, relative change = 4.115e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 308 (approx. per word bound = -3.927, relative change = 2.267e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 309 (approx. per word bound = -3.927, relative change = 1.599e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 310 (approx. per word bound = -3.927, relative change = 2.040e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, five, kill, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, turkish, dead
## Topic 10: turk, --, fight, eight, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kill, kurd, troop
## Topic 13: --, turkey, kill, european, secur
## Topic 14: clash, nine, separatist, forty-on, turkish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 311 (approx. per word bound = -3.926, relative change = 1.539e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 312 (approx. per word bound = -3.926, relative change = 1.319e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 313 (approx. per word bound = -3.926, relative change = 1.208e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 314 (approx. per word bound = -3.926, relative change = 1.129e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 315 (approx. per word bound = -3.926, relative change = 1.096e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, five, kill, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, turkish, dead
## Topic 10: turk, --, fight, eight, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kill, kurd, troop
## Topic 13: --, turkey, kill, european, secur
## Topic 14: clash, nine, separatist, forty-on, turkish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 316 (approx. per word bound = -3.926, relative change = 1.088e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 317 (approx. per word bound = -3.926, relative change = 1.002e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 318 (approx. per word bound = -3.926, relative change = 1.009e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 319 (approx. per word bound = -3.926, relative change = 1.036e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 320 (approx. per word bound = -3.926, relative change = 1.036e-05)
## Topic 1: iraq, --, turkish, kill, pkk
## Topic 2: kurdish, turkey, kill, five, seven
## Topic 3: forc, --, defens, people’, view
## Topic 4: two, attack, bomb, polic, wound
## Topic 5: turkish, ankara, kill, terrorist, f
## Topic 6: turkish, soldier, kill, three, four
## Topic 7: turkish, armi, oper, provinc, near
## Topic 8: pkk, milit, kill, militari, say
## Topic 9: rebel, kill, kurd, turkish, dead
## Topic 10: turk, --, fight, eight, terörist
## Topic 11: peopl, --, forc, defens, eur
## Topic 12: r, turkey, kill, kurd, troop
## Topic 13: --, turkey, kill, european, secur
## Topic 14: clash, nine, separatist, turkish, forty-on
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 321 (approx. per word bound = -3.926, relative change = 1.001e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 322 (approx. per word bound = -3.926, relative change = 1.022e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ...............
## Recovering initialization...
## ..................
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -5.060)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.745, relative change = 6.233e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.577, relative change = 3.524e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.468, relative change = 2.384e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.391, relative change = 1.741e-02)
## Topic 1: clash, soldier, terrorist, blast, militari
## Topic 2: kurdish, troop, kill, sixteen, civilian
## Topic 3: defens, people’, iraqi, landmin, airstrik
## Topic 4: r, two, kill, guerrilla, turkish
## Topic 5: turkish, kill, sep, oper, six
## Topic 6: attack, wound, kill, turkish, twelv
## Topic 7: _f, peopl, nine, --, separatist
## Topic 8: --, european, bomb, two, turkey
## Topic 9: kill, rebel, ankara, secur, f
## Topic 10: turkey, kill, six, polic, policeman
## Topic 11: say, eur, captur, eleven, kill
## Topic 12: --, forc, violenc, terörist, view
## Topic 13: peopl, conflict, forc, apr, hale
## Topic 14: kurd, dead, three, pkk, fight
## Topic 15: milit, pkk, --, iraq, strike
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.334, relative change = 1.278e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.293, relative change = 9.652e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.260, relative change = 7.525e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.234, relative change = 6.082e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.213, relative change = 4.947e-03)
## Topic 1: clash, soldier, terrorist, blast, villag
## Topic 2: kurdish, troop, kill, sixteen, seventeen
## Topic 3: defens, people’, landmin, mehmet, airstrik
## Topic 4: r, two, kill, guerrilla, die
## Topic 5: turkish, kill, oper, sep, apr
## Topic 6: attack, wound, kill, bomb, twelv
## Topic 7: _f, nine, peopl, separatist, middl
## Topic 8: --, european, two, militari, bomb
## Topic 9: kill, rebel, ankara, secur, f
## Topic 10: turkey, kill, six, polic, policeman
## Topic 11: say, captur, eur, eleven, kill
## Topic 12: forc, --, violenc, view, twenty-two
## Topic 13: peopl, conflict, turk, etkisiz, hale
## Topic 14: kurd, dead, three, fight, turk
## Topic 15: pkk, --, milit, iraq, strike
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.196, relative change = 4.239e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.180, relative change = 3.686e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.166, relative change = 3.265e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.156, relative change = 2.492e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.147, relative change = 2.085e-03)
## Topic 1: clash, soldier, terrorist, villag, die
## Topic 2: kurdish, troop, kill, sixteen, seventeen
## Topic 3: defens, people’, mehmet, welat, ame
## Topic 4: r, two, kill, guerrilla, die
## Topic 5: turkish, kill, oper, sep, apr
## Topic 6: attack, wound, bomb, three, kill
## Topic 7: _f, nine, peopl, separatist, middl
## Topic 8: --, two, european, militari, kill
## Topic 9: kill, rebel, ankara, secur, f
## Topic 10: turkey, kill, violenc, six, polic
## Topic 11: say, captur, eur, eleven, ambush
## Topic 12: forc, --, view, twenty-two, contact
## Topic 13: peopl, conflict, terörist, turk, etkisiz
## Topic 14: kurd, dead, three, fight, turk
## Topic 15: pkk, --, milit, iraq, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.140, relative change = 1.842e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.133, relative change = 1.737e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.126, relative change = 1.681e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.119, relative change = 1.584e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.114, relative change = 1.360e-03)
## Topic 1: clash, soldier, terrorist, villag, die
## Topic 2: kurdish, troop, roj, sixteen, kill
## Topic 3: defens, people’, mehmet, direct, ame
## Topic 4: r, two, kill, guerrilla, die
## Topic 5: turkish, kill, oper, sep, apr
## Topic 6: attack, three, bomb, wound, polic
## Topic 7: _f, nine, peopl, separatist, middl
## Topic 8: --, two, european, kill, militari
## Topic 9: kill, rebel, ankara, secur, f
## Topic 10: turkey, kill, violenc, six, policeman
## Topic 11: say, captur, eur, eleven, ambush
## Topic 12: forc, --, view, twenty-two, agit
## Topic 13: peopl, conflict, turk, terörist, etkisiz
## Topic 14: kurd, dead, three, fight, turk
## Topic 15: pkk, --, milit, iraq, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.109, relative change = 1.169e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.104, relative change = 1.045e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.100, relative change = 9.655e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.096, relative change = 1.032e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.092, relative change = 1.071e-03)
## Topic 1: clash, soldier, terrorist, offici, landmin
## Topic 2: kurdish, troop, roj, sixteen, kill
## Topic 3: defens, people’, profil, full, view
## Topic 4: r, two, kill, guerrilla, die
## Topic 5: turkish, kill, oper, six, sep
## Topic 6: attack, three, bomb, polic, wound
## Topic 7: _f, nine, peopl, separatist, civilian
## Topic 8: --, kill, two, european, militari
## Topic 9: rebel, kill, ankara, secur, f
## Topic 10: turkey, kill, violenc, six, policeman
## Topic 11: say, captur, eur, eleven, ambush
## Topic 12: forc, --, peopl, view, agit
## Topic 13: peopl, conflict, turk, terörist, etkisiz
## Topic 14: kurd, dead, fight, three, turk
## Topic 15: pkk, --, milit, iraq, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.088, relative change = 9.148e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.085, relative change = 8.398e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.081, relative change = 8.068e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.079, relative change = 6.591e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.076, relative change = 5.693e-04)
## Topic 1: clash, soldier, terrorist, offici, landmin
## Topic 2: kurdish, troop, roj, sixteen, kill
## Topic 3: defens, people’, view, full, profil
## Topic 4: r, two, kill, guerrilla, die
## Topic 5: turkish, kill, oper, six, sep
## Topic 6: attack, three, bomb, polic, wound
## Topic 7: _f, nine, peopl, separatist, civilian
## Topic 8: --, kill, two, european, militari
## Topic 9: rebel, kill, ankara, secur, f
## Topic 10: turkey, kill, violenc, six, policeman
## Topic 11: say, captur, eur, eleven, ambush
## Topic 12: forc, --, peopl, agit, ararat
## Topic 13: conflict, turk, terörist, etkisiz, hale
## Topic 14: kurd, dead, fight, turk, villag
## Topic 15: pkk, --, milit, iraq, kill
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.074, relative change = 5.031e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.072, relative change = 4.804e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.070, relative change = 5.010e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.068, relative change = 5.562e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.065, relative change = 6.386e-04)
## Topic 1: clash, soldier, terrorist, offici, abduct
## Topic 2: kurdish, troop, roj, sixteen, kill
## Topic 3: defens, people’, view, full, profil
## Topic 4: r, kill, two, die, guerrilla
## Topic 5: turkish, kill, oper, six, sep
## Topic 6: attack, three, bomb, polic, wound
## Topic 7: _f, nine, peopl, civilian, separatist
## Topic 8: --, kill, two, european, soldier
## Topic 9: rebel, kill, ankara, secur, f
## Topic 10: turkey, kill, violenc, six, policeman
## Topic 11: say, captur, eur, eleven, day
## Topic 12: forc, --, peopl, agit, ararat
## Topic 13: conflict, turk, terörist, etkisiz, hale
## Topic 14: kurd, dead, villag, turk, fight
## Topic 15: --, pkk, milit, iraq, kill
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.063, relative change = 6.781e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.060, relative change = 6.282e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.058, relative change = 5.379e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.056, relative change = 4.609e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.054, relative change = 4.192e-04)
## Topic 1: clash, terrorist, soldier, abduct, sirnak
## Topic 2: kurdish, troop, roj, sixteen, kill
## Topic 3: defens, people’, view, full, profil
## Topic 4: r, kill, two, die, guerrilla
## Topic 5: turkish, kill, oper, six, sep
## Topic 6: attack, three, bomb, polic, wound
## Topic 7: _f, nine, peopl, civilian, separatist
## Topic 8: --, soldier, kill, two, european
## Topic 9: rebel, kill, ankara, secur, f
## Topic 10: turkey, kill, violenc, six, policeman
## Topic 11: say, captur, eur, eleven, day
## Topic 12: forc, --, peopl, agit, ararat
## Topic 13: conflict, turk, terörist, etkisiz, hale
## Topic 14: kurd, dead, villag, turk, fight
## Topic 15: --, milit, pkk, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.053, relative change = 4.364e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.051, relative change = 4.781e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.049, relative change = 5.227e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -4.046, relative change = 5.471e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.044, relative change = 4.951e-04)
## Topic 1: clash, terrorist, soldier, abduct, sirnak
## Topic 2: kurdish, troop, roj, sixteen, kill
## Topic 3: defens, people’, --, view, full
## Topic 4: r, kill, two, die, guerrilla
## Topic 5: turkish, kill, oper, six, sep
## Topic 6: attack, three, bomb, polic, wound
## Topic 7: _f, nine, peopl, civilian, offici
## Topic 8: --, soldier, kill, two, european
## Topic 9: kill, rebel, ankara, secur, f
## Topic 10: turkey, kill, violenc, six, policeman
## Topic 11: say, eur, captur, eleven, day
## Topic 12: forc, --, peopl, agit, ararat
## Topic 13: turk, terörist, etkisiz, hale, getirildi
## Topic 14: kurd, dead, conflict, villag, turk
## Topic 15: --, milit, pkk, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.042, relative change = 4.507e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.041, relative change = 4.631e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -4.039, relative change = 4.872e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -4.037, relative change = 4.888e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.035, relative change = 5.006e-04)
## Topic 1: clash, terrorist, soldier, abduct, sirnak
## Topic 2: kurdish, troop, roj, kill, battl
## Topic 3: defens, people’, --, view, full
## Topic 4: r, kill, rebel, die, guerrilla
## Topic 5: turkish, kill, oper, six, sep
## Topic 6: attack, three, bomb, polic, wound
## Topic 7: _f, nine, offici, peopl, civilian
## Topic 8: --, soldier, kill, european, two
## Topic 9: kill, rebel, ankara, secur, f
## Topic 10: turkey, kill, violenc, six, policeman
## Topic 11: say, eur, eleven, day, ambush
## Topic 12: forc, --, peopl, agit, ararat
## Topic 13: --, turk, terörist, etkisiz, hale
## Topic 14: kurd, dead, conflict, turk, villag
## Topic 15: --, milit, kill, pkk, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -4.033, relative change = 5.163e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -4.031, relative change = 5.097e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -4.029, relative change = 4.765e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -4.027, relative change = 4.738e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.025, relative change = 4.985e-04)
## Topic 1: clash, terrorist, soldier, fourteen, abduct
## Topic 2: kurdish, troop, roj, rebel, kill
## Topic 3: defens, people’, --, view, full
## Topic 4: r, rebel, kill, die, guerrilla
## Topic 5: turkish, oper, six, kill, sep
## Topic 6: attack, three, bomb, polic, wound
## Topic 7: _f, nine, offici, civilian, peopl
## Topic 8: --, soldier, kill, european, two
## Topic 9: kill, rebel, ankara, secur, f
## Topic 10: turkey, kill, violenc, six, policeman
## Topic 11: say, eur, eleven, day, twenti
## Topic 12: forc, --, peopl, agit, ararat
## Topic 13: --, terörist, turk, etkisiz, hale
## Topic 14: kurd, dead, rebel, conflict, turk
## Topic 15: --, milit, kill, pkk, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -4.023, relative change = 5.191e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -4.021, relative change = 5.035e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -4.019, relative change = 5.077e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -4.016, relative change = 5.241e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -4.014, relative change = 5.529e-04)
## Topic 1: clash, terrorist, soldier, fourteen, abduct
## Topic 2: kurdish, troop, rebel, roj, kill
## Topic 3: defens, people’, --, view, full
## Topic 4: r, rebel, kill, die, guerrilla
## Topic 5: turkish, oper, six, sep, apr
## Topic 6: attack, three, bomb, polic, wound
## Topic 7: _f, nine, offici, civilian, peopl
## Topic 8: --, soldier, kill, european, two
## Topic 9: kill, ankara, rebel, secur, f
## Topic 10: turkey, kill, violenc, six, seven
## Topic 11: say, eur, eleven, day, twenti
## Topic 12: forc, --, peopl, agit, ararat
## Topic 13: --, terörist, etkisiz, turk, hale
## Topic 14: kurd, rebel, dead, conflict, troop
## Topic 15: --, milit, kill, iraq, pkk
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -4.012, relative change = 5.065e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 62 (approx. per word bound = -4.010, relative change = 4.979e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -4.008, relative change = 5.122e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -4.006, relative change = 5.380e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -4.004, relative change = 5.067e-04)
## Topic 1: clash, terrorist, soldier, fourteen, abduct
## Topic 2: kurdish, rebel, troop, roj, kill
## Topic 3: defens, people’, --, view, full
## Topic 4: r, rebel, kill, die, guerrilla
## Topic 5: turkish, oper, six, sep, apr
## Topic 6: attack, three, bomb, polic, wound
## Topic 7: _f, nine, offici, civilian, peopl
## Topic 8: --, soldier, kill, european, two
## Topic 9: kill, ankara, rebel, secur, f
## Topic 10: turkey, kill, violenc, seven, six
## Topic 11: say, eur, eleven, day, twenti
## Topic 12: forc, --, peopl, agit, ararat
## Topic 13: --, terörist, etkisiz, turk, hale
## Topic 14: kurd, rebel, troop, dead, conflict
## Topic 15: --, milit, kill, turkish, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -4.002, relative change = 4.312e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -4.000, relative change = 4.262e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -3.999, relative change = 4.267e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -3.997, relative change = 3.453e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.996, relative change = 2.623e-04)
## Topic 1: clash, terrorist, soldier, fourteen, abduct
## Topic 2: kurdish, rebel, troop, roj, kill
## Topic 3: defens, --, people’, view, full
## Topic 4: r, rebel, kill, die, guerrilla
## Topic 5: turkish, oper, six, sep, apr
## Topic 6: attack, three, bomb, polic, wound
## Topic 7: _f, nine, offici, civilian, peopl
## Topic 8: --, soldier, kill, european, two
## Topic 9: kill, ankara, secur, f, anatolia
## Topic 10: turkey, kill, violenc, seven, six
## Topic 11: say, eur, eleven, day, twenti
## Topic 12: forc, --, peopl, agit, ararat
## Topic 13: --, terörist, etkisiz, turk, hale
## Topic 14: kurd, rebel, troop, dead, conflict
## Topic 15: --, milit, kill, turkish, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -3.995, relative change = 2.360e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -3.995, relative change = 2.250e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -3.994, relative change = 2.117e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -3.993, relative change = 1.900e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -3.992, relative change = 1.843e-04)
## Topic 1: clash, terrorist, soldier, fourteen, abduct
## Topic 2: kurdish, rebel, troop, roj, kill
## Topic 3: defens, --, people’, view, full
## Topic 4: r, kill, rebel, die, guerrilla
## Topic 5: turkish, oper, six, sep, apr
## Topic 6: attack, three, bomb, polic, wound
## Topic 7: _f, nine, offici, civilian, peopl
## Topic 8: --, soldier, kill, european, two
## Topic 9: kill, ankara, secur, f, anatolia
## Topic 10: turkey, kill, violenc, seven, six
## Topic 11: say, eur, eleven, day, twenti
## Topic 12: forc, peopl, --, agit, ararat
## Topic 13: --, terörist, etkisiz, turk, hale
## Topic 14: kurd, rebel, troop, dead, conflict
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -3.991, relative change = 1.842e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -3.991, relative change = 1.888e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -3.990, relative change = 1.841e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -3.989, relative change = 1.673e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -3.989, relative change = 1.532e-04)
## Topic 1: clash, terrorist, soldier, fourteen, abduct
## Topic 2: kurdish, rebel, roj, troop, shot
## Topic 3: defens, --, people’, view, full
## Topic 4: r, kill, rebel, die, guerrilla
## Topic 5: turkish, oper, six, sep, apr
## Topic 6: attack, three, bomb, polic, four
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, soldier, kill, european, two
## Topic 9: kill, ankara, secur, f, anatolia
## Topic 10: turkey, kill, violenc, seven, six
## Topic 11: say, eur, eleven, day, twenti
## Topic 12: forc, peopl, --, agit, ararat
## Topic 13: --, terörist, etkisiz, turk, hale
## Topic 14: rebel, kurd, troop, dead, conflict
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -3.988, relative change = 1.366e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 82 (approx. per word bound = -3.988, relative change = 1.248e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 83 (approx. per word bound = -3.987, relative change = 1.099e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 84 (approx. per word bound = -3.987, relative change = 1.066e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -3.986, relative change = 8.021e-05)
## Topic 1: clash, terrorist, soldier, fourteen, abduct
## Topic 2: kurdish, rebel, roj, guerrilla, shot
## Topic 3: defens, --, people’, view, full
## Topic 4: r, kill, rebel, die, guerrilla
## Topic 5: turkish, six, oper, sep, apr
## Topic 6: attack, three, bomb, polic, four
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, soldier, kill, european, two
## Topic 9: kill, ankara, secur, f, anatolia
## Topic 10: turkey, kill, violenc, seven, six
## Topic 11: say, eur, eleven, day, twenti
## Topic 12: forc, peopl, --, agit, ararat
## Topic 13: --, terörist, etkisiz, turk, hale
## Topic 14: rebel, kurd, troop, dead, conflict
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 86 (approx. per word bound = -3.986, relative change = 1.050e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 87 (approx. per word bound = -3.986, relative change = 5.790e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 88 (approx. per word bound = -3.986, relative change = 6.506e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 89 (approx. per word bound = -3.985, relative change = 8.962e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 90 (approx. per word bound = -3.985, relative change = 9.976e-05)
## Topic 1: clash, terrorist, soldier, fourteen, abduct
## Topic 2: kurdish, rebel, roj, guerrilla, shot
## Topic 3: defens, --, people’, view, full
## Topic 4: r, kill, die, rebel, guerrilla
## Topic 5: turkish, six, oper, sep, apr
## Topic 6: attack, three, bomb, polic, four
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, soldier, kill, european, two
## Topic 9: kill, ankara, secur, f, anatolia
## Topic 10: turkey, kill, violenc, seven, six
## Topic 11: say, eur, eleven, day, twenti
## Topic 12: forc, peopl, --, agit, ararat
## Topic 13: --, terörist, turk, etkisiz, hale
## Topic 14: rebel, kurd, troop, dead, conflict
## Topic 15: --, milit, kill, turkish, iraq
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 91 (approx. per word bound = -3.984, relative change = 8.237e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 92 (approx. per word bound = -3.984, relative change = 8.607e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 93 (approx. per word bound = -3.984, relative change = 9.147e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 94 (approx. per word bound = -3.983, relative change = 1.029e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -3.983, relative change = 1.141e-04)
## Topic 1: clash, terrorist, soldier, fourteen, abduct
## Topic 2: kurdish, rebel, roj, guerrilla, shot
## Topic 3: defens, --, people’, view, full
## Topic 4: r, kill, die, guerrilla, rebel
## Topic 5: turkish, six, oper, sep, apr
## Topic 6: attack, three, bomb, polic, four
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, kill, soldier, european, two
## Topic 9: kill, ankara, secur, f, anatolia
## Topic 10: turkey, kill, violenc, seven, six
## Topic 11: say, eur, eleven, day, twenti
## Topic 12: forc, peopl, --, agit, ararat
## Topic 13: --, terörist, turk, etkisiz, hale
## Topic 14: rebel, kurd, troop, dead, conflict
## Topic 15: --, milit, kill, turkish, iraq
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 96 (approx. per word bound = -3.982, relative change = 1.325e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 97 (approx. per word bound = -3.982, relative change = 1.503e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 98 (approx. per word bound = -3.981, relative change = 1.604e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 99 (approx. per word bound = -3.981, relative change = 1.536e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 100 (approx. per word bound = -3.980, relative change = 1.326e-04)
## Topic 1: clash, terrorist, soldier, fourteen, abduct
## Topic 2: kurdish, rebel, roj, guerrilla, shot
## Topic 3: defens, --, people’, view, full
## Topic 4: r, kill, die, guerrilla, two
## Topic 5: turkish, six, oper, sep, apr
## Topic 6: attack, three, bomb, four, polic
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, kill, soldier, european, two
## Topic 9: kill, ankara, secur, f, anatolia
## Topic 10: turkey, kill, violenc, seven, six
## Topic 11: say, eur, day, twenti, week
## Topic 12: forc, peopl, --, agit, ararat
## Topic 13: --, terörist, turk, etkisiz, hale
## Topic 14: rebel, kurd, troop, dead, conflict
## Topic 15: --, milit, kill, turkish, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 101 (approx. per word bound = -3.980, relative change = 1.171e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 102 (approx. per word bound = -3.979, relative change = 1.092e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 103 (approx. per word bound = -3.979, relative change = 1.050e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 104 (approx. per word bound = -3.978, relative change = 1.054e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 105 (approx. per word bound = -3.978, relative change = 1.104e-04)
## Topic 1: clash, terrorist, soldier, fourteen, abduct
## Topic 2: kurdish, rebel, roj, guerrilla, shot
## Topic 3: defens, --, people’, view, full
## Topic 4: r, kill, die, guerrilla, two
## Topic 5: turkish, six, oper, sep, apr
## Topic 6: attack, three, bomb, four, polic
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, secur, f, anatolia
## Topic 10: turkey, kill, violenc, seven, six
## Topic 11: say, eur, day, twenti, week
## Topic 12: forc, peopl, ararat, agit, çiya
## Topic 13: --, terörist, turk, etkisiz, hale
## Topic 14: rebel, kurd, troop, dead, conflict
## Topic 15: --, milit, kill, turkish, iraq
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 106 (approx. per word bound = -3.977, relative change = 9.731e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 107 (approx. per word bound = -3.977, relative change = 9.246e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 108 (approx. per word bound = -3.977, relative change = 9.321e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 109 (approx. per word bound = -3.976, relative change = 9.329e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 110 (approx. per word bound = -3.976, relative change = 9.049e-05)
## Topic 1: clash, terrorist, soldier, fourteen, abduct
## Topic 2: kurdish, rebel, roj, guerrilla, shot
## Topic 3: defens, --, people’, view, full
## Topic 4: r, kill, die, guerrilla, two
## Topic 5: turkish, six, oper, sep, apr
## Topic 6: attack, three, bomb, four, polic
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, secur, f, anatolia
## Topic 10: turkey, kill, violenc, seven, eight
## Topic 11: say, eur, day, twenti, week
## Topic 12: forc, peopl, ararat, agit, çiya
## Topic 13: --, terörist, turk, etkisiz, hale
## Topic 14: rebel, kurd, troop, dead, conflict
## Topic 15: --, milit, kill, turkish, iraq
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 111 (approx. per word bound = -3.976, relative change = 8.668e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 112 (approx. per word bound = -3.975, relative change = 8.614e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 113 (approx. per word bound = -3.975, relative change = 8.744e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 114 (approx. per word bound = -3.975, relative change = 8.999e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 115 (approx. per word bound = -3.974, relative change = 9.433e-05)
## Topic 1: clash, soldier, terrorist, fourteen, abduct
## Topic 2: kurdish, rebel, roj, guerrilla, shot
## Topic 3: defens, --, people’, view, full
## Topic 4: r, kill, die, guerrilla, two
## Topic 5: turkish, six, oper, sep, apr
## Topic 6: attack, three, bomb, four, polic
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, secur, terrorist, f
## Topic 10: turkey, kill, violenc, seven, eight
## Topic 11: say, eur, day, armi, twenti
## Topic 12: forc, peopl, ararat, agit, çiya
## Topic 13: --, terörist, turk, etkisiz, hale
## Topic 14: rebel, kurd, troop, dead, conflict
## Topic 15: --, milit, kill, turkish, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 116 (approx. per word bound = -3.974, relative change = 9.620e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 117 (approx. per word bound = -3.973, relative change = 9.541e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 118 (approx. per word bound = -3.973, relative change = 9.508e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 119 (approx. per word bound = -3.973, relative change = 9.696e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 120 (approx. per word bound = -3.972, relative change = 1.147e-04)
## Topic 1: clash, soldier, terrorist, fourteen, abduct
## Topic 2: kurdish, rebel, roj, guerrilla, shot
## Topic 3: defens, --, people’, view, full
## Topic 4: r, kill, die, two, guerrilla
## Topic 5: turkish, six, oper, sep, apr
## Topic 6: attack, three, bomb, four, polic
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, secur, f
## Topic 10: turkey, kill, violenc, seven, eight
## Topic 11: say, eur, day, armi, twenti
## Topic 12: forc, peopl, ararat, agit, çiya
## Topic 13: --, terörist, etkisiz, turk, hale
## Topic 14: rebel, kurd, troop, dead, conflict
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 121 (approx. per word bound = -3.972, relative change = 1.192e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 122 (approx. per word bound = -3.971, relative change = 9.799e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 123 (approx. per word bound = -3.971, relative change = 8.408e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 124 (approx. per word bound = -3.971, relative change = 8.069e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 125 (approx. per word bound = -3.970, relative change = 7.961e-05)
## Topic 1: clash, soldier, terrorist, fourteen, abduct
## Topic 2: kurdish, rebel, roj, guerrilla, shot
## Topic 3: defens, --, people’, view, full
## Topic 4: r, kill, die, two, five
## Topic 5: turkish, six, oper, sep, captur
## Topic 6: attack, three, bomb, four, polic
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, secur, f
## Topic 10: turkey, kill, violenc, seven, eight
## Topic 11: say, eur, guerrilla, day, armi
## Topic 12: forc, peopl, ararat, agit, çiya
## Topic 13: --, terörist, etkisiz, turk, hale
## Topic 14: rebel, kurd, troop, dead, conflict
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 126 (approx. per word bound = -3.970, relative change = 7.945e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 127 (approx. per word bound = -3.970, relative change = 8.062e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 128 (approx. per word bound = -3.969, relative change = 8.802e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 129 (approx. per word bound = -3.969, relative change = 8.917e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 130 (approx. per word bound = -3.969, relative change = 9.393e-05)
## Topic 1: clash, soldier, terrorist, fourteen, abduct
## Topic 2: kurdish, rebel, roj, guerrilla, shot
## Topic 3: defens, --, people’, view, full
## Topic 4: r, kill, die, two, five
## Topic 5: turkish, six, oper, sep, captur
## Topic 6: attack, three, bomb, four, polic
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, secur, f
## Topic 10: turkey, kill, violenc, seven, eight
## Topic 11: say, eur, guerrilla, day, armi
## Topic 12: forc, peopl, ararat, agit, çiya
## Topic 13: --, terörist, etkisiz, turk, hale
## Topic 14: rebel, kurd, troop, dead, conflict
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -3.968, relative change = 7.696e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 132 (approx. per word bound = -3.968, relative change = 7.319e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 133 (approx. per word bound = -3.968, relative change = 7.310e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 134 (approx. per word bound = -3.967, relative change = 7.075e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 135 (approx. per word bound = -3.967, relative change = 6.893e-05)
## Topic 1: clash, soldier, terrorist, fourteen, abduct
## Topic 2: kurdish, rebel, roj, guerrilla, five
## Topic 3: defens, --, people’, view, full
## Topic 4: r, kill, die, two, five
## Topic 5: turkish, six, oper, sep, captur
## Topic 6: attack, three, bomb, four, polic
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, secur, f
## Topic 10: turkey, kill, violenc, seven, eight
## Topic 11: say, eur, guerrilla, day, armi
## Topic 12: forc, peopl, ararat, agit, çiya
## Topic 13: --, terörist, etkisiz, turk, hale
## Topic 14: rebel, kurd, troop, dead, conflict
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 136 (approx. per word bound = -3.967, relative change = 6.733e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 137 (approx. per word bound = -3.967, relative change = 6.691e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 138 (approx. per word bound = -3.966, relative change = 6.513e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 139 (approx. per word bound = -3.966, relative change = 6.217e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 140 (approx. per word bound = -3.966, relative change = 5.883e-05)
## Topic 1: clash, soldier, terrorist, fourteen, abduct
## Topic 2: kurdish, rebel, roj, guerrilla, five
## Topic 3: defens, --, people’, view, full
## Topic 4: r, kill, die, two, five
## Topic 5: turkish, six, oper, sep, captur
## Topic 6: attack, three, bomb, four, polic
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, secur, f
## Topic 10: turkey, kill, violenc, seven, eight
## Topic 11: say, eur, guerrilla, day, armi
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, turk, hale
## Topic 14: rebel, kurd, troop, dead, conflict
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 141 (approx. per word bound = -3.966, relative change = 5.727e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 142 (approx. per word bound = -3.965, relative change = 5.598e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 143 (approx. per word bound = -3.965, relative change = 5.518e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 144 (approx. per word bound = -3.965, relative change = 5.389e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 145 (approx. per word bound = -3.965, relative change = 5.324e-05)
## Topic 1: clash, soldier, fourteen, abduct, sirnak
## Topic 2: kurdish, rebel, roj, five, guerrilla
## Topic 3: defens, --, people’, view, full
## Topic 4: r, kill, die, two, five
## Topic 5: turkish, six, oper, sep, arrest
## Topic 6: attack, three, bomb, four, polic
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, secur, f
## Topic 10: turkey, kill, violenc, seven, eight
## Topic 11: say, guerrilla, eur, day, armi
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, turk, hale
## Topic 14: rebel, kurd, troop, dead, conflict
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 146 (approx. per word bound = -3.965, relative change = 5.291e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 147 (approx. per word bound = -3.964, relative change = 5.331e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 148 (approx. per word bound = -3.964, relative change = 5.441e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 149 (approx. per word bound = -3.964, relative change = 5.569e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 150 (approx. per word bound = -3.964, relative change = 5.724e-05)
## Topic 1: clash, soldier, fourteen, abduct, sirnak
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, view, full
## Topic 4: r, kill, die, two, five
## Topic 5: turkish, six, oper, sep, arrest
## Topic 6: attack, three, bomb, four, polic
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, secur, f
## Topic 10: turkey, kill, violenc, seven, eight
## Topic 11: say, guerrilla, eur, day, armi
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, turk, hale
## Topic 14: rebel, kurd, troop, dead, conflict
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 151 (approx. per word bound = -3.964, relative change = 5.801e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 152 (approx. per word bound = -3.963, relative change = 5.953e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 153 (approx. per word bound = -3.963, relative change = 6.094e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 154 (approx. per word bound = -3.963, relative change = 6.074e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 155 (approx. per word bound = -3.963, relative change = 5.801e-05)
## Topic 1: clash, soldier, fourteen, abduct, sirnak
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, view, full
## Topic 4: r, kill, die, two, five
## Topic 5: turkish, six, oper, sep, arrest
## Topic 6: attack, three, bomb, four, polic
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, violenc, seven, eight
## Topic 11: say, guerrilla, eur, day, armi
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, turk, hale
## Topic 14: rebel, kurd, troop, dead, conflict
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 156 (approx. per word bound = -3.962, relative change = 5.705e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 157 (approx. per word bound = -3.962, relative change = 5.880e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 158 (approx. per word bound = -3.962, relative change = 6.055e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 159 (approx. per word bound = -3.962, relative change = 6.507e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 160 (approx. per word bound = -3.961, relative change = 8.216e-05)
## Topic 1: clash, soldier, fourteen, abduct, sirnak
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, view, full
## Topic 4: r, kill, die, two, five
## Topic 5: turkish, six, oper, sep, arrest
## Topic 6: attack, three, bomb, four, polic
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, violenc, seven, eight
## Topic 11: say, guerrilla, eur, day, armi
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, conflict
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 161 (approx. per word bound = -3.961, relative change = 9.003e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 162 (approx. per word bound = -3.961, relative change = 6.023e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 163 (approx. per word bound = -3.960, relative change = 5.648e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 164 (approx. per word bound = -3.960, relative change = 5.735e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 165 (approx. per word bound = -3.960, relative change = 5.872e-05)
## Topic 1: clash, soldier, fourteen, abduct, sirnak
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, view, full
## Topic 4: r, kill, die, two, five
## Topic 5: turkish, six, oper, sep, arrest
## Topic 6: attack, three, bomb, four, polic
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, violenc, seven, eight
## Topic 11: say, guerrilla, eur, conflict, day
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 166 (approx. per word bound = -3.960, relative change = 6.081e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 167 (approx. per word bound = -3.960, relative change = 6.398e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 168 (approx. per word bound = -3.959, relative change = 6.318e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 169 (approx. per word bound = -3.959, relative change = 6.090e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 170 (approx. per word bound = -3.959, relative change = 5.995e-05)
## Topic 1: clash, soldier, fourteen, abduct, sirnak
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, view, full
## Topic 4: r, kill, die, two, insurg
## Topic 5: turkish, six, oper, sep, arrest
## Topic 6: attack, three, bomb, four, polic
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, violenc, seven, eight
## Topic 11: say, conflict, guerrilla, eur, day
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 171 (approx. per word bound = -3.959, relative change = 5.915e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 172 (approx. per word bound = -3.958, relative change = 5.883e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 173 (approx. per word bound = -3.958, relative change = 5.873e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 174 (approx. per word bound = -3.958, relative change = 5.993e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 175 (approx. per word bound = -3.958, relative change = 6.023e-05)
## Topic 1: clash, soldier, fourteen, abduct, sirnak
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, view, full
## Topic 4: r, kill, die, two, violenc
## Topic 5: turkish, six, oper, arrest, detain
## Topic 6: attack, three, bomb, four, pkk
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, violenc, seven, eight
## Topic 11: say, conflict, guerrilla, eur, day
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 176 (approx. per word bound = -3.957, relative change = 6.004e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 177 (approx. per word bound = -3.957, relative change = 5.753e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 178 (approx. per word bound = -3.957, relative change = 5.597e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 179 (approx. per word bound = -3.957, relative change = 5.390e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 180 (approx. per word bound = -3.957, relative change = 5.231e-05)
## Topic 1: clash, soldier, fourteen, abduct, sirnak
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, die, two, violenc
## Topic 5: turkish, six, oper, arrest, detain
## Topic 6: attack, three, bomb, four, pkk
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, violenc, seven, eight
## Topic 11: say, conflict, guerrilla, eur, day
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 181 (approx. per word bound = -3.956, relative change = 4.960e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 182 (approx. per word bound = -3.956, relative change = 4.736e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 183 (approx. per word bound = -3.956, relative change = 4.503e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 184 (approx. per word bound = -3.956, relative change = 4.384e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 185 (approx. per word bound = -3.956, relative change = 4.298e-05)
## Topic 1: clash, soldier, fourteen, abduct, sirnak
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, die, two, violenc
## Topic 5: turkish, six, oper, arrest, detain
## Topic 6: attack, three, bomb, four, pkk
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, violenc, seven, eight
## Topic 11: say, conflict, guerrilla, eur, day
## Topic 12: forc, peopl, ararat, agit, devrim
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 186 (approx. per word bound = -3.955, relative change = 4.385e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 187 (approx. per word bound = -3.955, relative change = 4.630e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 188 (approx. per word bound = -3.955, relative change = 5.114e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 189 (approx. per word bound = -3.955, relative change = 5.432e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 190 (approx. per word bound = -3.955, relative change = 5.214e-05)
## Topic 1: clash, soldier, fourteen, abduct, sirnak
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, die, violenc, two
## Topic 5: turkish, six, oper, arrest, detain
## Topic 6: attack, three, bomb, four, pkk
## Topic 7: _f, nine, offici, civilian, separatist
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, violenc, eight, seven
## Topic 11: say, conflict, guerrilla, eur, day
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 191 (approx. per word bound = -3.954, relative change = 5.789e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 192 (approx. per word bound = -3.954, relative change = 6.826e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 193 (approx. per word bound = -3.954, relative change = 8.596e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 194 (approx. per word bound = -3.953, relative change = 1.097e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 195 (approx. per word bound = -3.953, relative change = 1.324e-04)
## Topic 1: clash, soldier, fourteen, abduct, sirnak
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, die, violenc, two
## Topic 5: turkish, six, oper, arrest, detain
## Topic 6: attack, three, bomb, four, pkk
## Topic 7: nine, offici, civilian, separatist, _f
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, violenc, eight, seven
## Topic 11: say, conflict, guerrilla, eur, day
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 196 (approx. per word bound = -3.952, relative change = 1.481e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 197 (approx. per word bound = -3.952, relative change = 1.637e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 198 (approx. per word bound = -3.951, relative change = 1.258e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 199 (approx. per word bound = -3.951, relative change = 1.023e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 200 (approx. per word bound = -3.950, relative change = 7.840e-05)
## Topic 1: clash, soldier, fourteen, abduct, sirnak
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, die, violenc, two
## Topic 5: turkish, six, oper, arrest, detain
## Topic 6: attack, three, bomb, four, pkk
## Topic 7: nine, offici, civilian, separatist, leav
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, seven
## Topic 11: say, conflict, guerrilla, eur, day
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 201 (approx. per word bound = -3.950, relative change = 6.750e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 202 (approx. per word bound = -3.950, relative change = 5.885e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 203 (approx. per word bound = -3.950, relative change = 5.580e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 204 (approx. per word bound = -3.949, relative change = 5.452e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 205 (approx. per word bound = -3.949, relative change = 5.255e-05)
## Topic 1: clash, soldier, fourteen, abduct, sirnak
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, die, violenc, two
## Topic 5: turkish, six, oper, arrest, detain
## Topic 6: attack, three, bomb, four, pkk
## Topic 7: nine, offici, civilian, separatist, leav
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, seven
## Topic 11: say, conflict, guerrilla, eur, armi
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 206 (approx. per word bound = -3.949, relative change = 4.990e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 207 (approx. per word bound = -3.949, relative change = 4.833e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 208 (approx. per word bound = -3.949, relative change = 4.930e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 209 (approx. per word bound = -3.948, relative change = 5.219e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 210 (approx. per word bound = -3.948, relative change = 5.486e-05)
## Topic 1: clash, soldier, fourteen, sirnak, abduct
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, violenc, die, two
## Topic 5: turkish, six, oper, detain, arrest
## Topic 6: attack, three, bomb, four, pkk
## Topic 7: nine, offici, civilian, separatist, leav
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, seven
## Topic 11: say, conflict, guerrilla, eur, turkey
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 211 (approx. per word bound = -3.948, relative change = 5.669e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 212 (approx. per word bound = -3.948, relative change = 5.662e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 213 (approx. per word bound = -3.948, relative change = 5.492e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 214 (approx. per word bound = -3.947, relative change = 5.269e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 215 (approx. per word bound = -3.947, relative change = 5.225e-05)
## Topic 1: clash, soldier, fourteen, sirnak, twenty-four
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, violenc, die, two
## Topic 5: turkish, six, oper, detain, arrest
## Topic 6: attack, three, bomb, four, pkk
## Topic 7: nine, offici, civilian, separatist, leav
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, seven
## Topic 11: say, conflict, guerrilla, eur, turkey
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 216 (approx. per word bound = -3.947, relative change = 5.325e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 217 (approx. per word bound = -3.947, relative change = 5.741e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 218 (approx. per word bound = -3.946, relative change = 6.687e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 219 (approx. per word bound = -3.946, relative change = 8.517e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 220 (approx. per word bound = -3.946, relative change = 8.911e-05)
## Topic 1: clash, soldier, fourteen, sirnak, twenty-four
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, violenc, die, two
## Topic 5: turkish, six, oper, detain, incid
## Topic 6: attack, three, bomb, pkk, four
## Topic 7: nine, offici, civilian, leav, death
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, seven
## Topic 11: say, conflict, turkey, guerrilla, eur
## Topic 12: forc, peopl, ararat, agit, yılmaz
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 221 (approx. per word bound = -3.945, relative change = 7.394e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 222 (approx. per word bound = -3.945, relative change = 6.931e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 223 (approx. per word bound = -3.945, relative change = 5.926e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 224 (approx. per word bound = -3.945, relative change = 4.847e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 225 (approx. per word bound = -3.945, relative change = 4.608e-05)
## Topic 1: clash, soldier, fourteen, twenty-four, sirnak
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, violenc, die, two
## Topic 5: turkish, six, oper, detain, incid
## Topic 6: attack, three, bomb, pkk, four
## Topic 7: nine, offici, civilian, leav, death
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, seven
## Topic 11: say, conflict, turkey, guerrilla, eur
## Topic 12: forc, peopl, ararat, agit, yılmaz
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 226 (approx. per word bound = -3.944, relative change = 5.341e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 227 (approx. per word bound = -3.944, relative change = 5.422e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 228 (approx. per word bound = -3.944, relative change = 5.176e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 229 (approx. per word bound = -3.944, relative change = 4.899e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 230 (approx. per word bound = -3.944, relative change = 4.609e-05)
## Topic 1: clash, soldier, twenty-four, fourteen, sirnak
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, violenc, die, two
## Topic 5: turkish, six, oper, detain, incid
## Topic 6: attack, three, bomb, pkk, four
## Topic 7: nine, offici, civilian, leav, provinc
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, seven
## Topic 11: say, conflict, turkey, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, yılmaz
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 231 (approx. per word bound = -3.943, relative change = 4.182e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 232 (approx. per word bound = -3.943, relative change = 3.936e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 233 (approx. per word bound = -3.943, relative change = 3.745e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 234 (approx. per word bound = -3.943, relative change = 3.672e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 235 (approx. per word bound = -3.943, relative change = 3.535e-05)
## Topic 1: clash, soldier, twenty-four, fourteen, deni
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, violenc, die, two
## Topic 5: turkish, six, oper, detain, incid
## Topic 6: attack, three, bomb, pkk, four
## Topic 7: nine, offici, civilian, leav, provinc
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, seven
## Topic 11: say, turkey, conflict, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, yılmaz
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 236 (approx. per word bound = -3.943, relative change = 3.242e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 237 (approx. per word bound = -3.943, relative change = 3.054e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 238 (approx. per word bound = -3.942, relative change = 2.925e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 239 (approx. per word bound = -3.942, relative change = 3.299e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 240 (approx. per word bound = -3.942, relative change = 4.039e-05)
## Topic 1: clash, soldier, twenty-four, deni, fourteen
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, violenc, die, two
## Topic 5: turkish, six, oper, detain, incid
## Topic 6: attack, three, bomb, pkk, four
## Topic 7: nine, offici, civilian, provinc, leav
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, seven
## Topic 11: say, turkey, conflict, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, yılmaz
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 241 (approx. per word bound = -3.942, relative change = 4.699e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 242 (approx. per word bound = -3.942, relative change = 4.432e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 243 (approx. per word bound = -3.942, relative change = 3.236e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 244 (approx. per word bound = -3.942, relative change = 2.588e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 245 (approx. per word bound = -3.942, relative change = 2.382e-05)
## Topic 1: clash, soldier, twenty-four, deni, recent
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, violenc, die, two
## Topic 5: turkish, six, oper, detain, incid
## Topic 6: attack, three, bomb, pkk, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, seven
## Topic 11: say, turkey, conflict, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, yılmaz
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 246 (approx. per word bound = -3.941, relative change = 2.304e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 247 (approx. per word bound = -3.941, relative change = 2.293e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 248 (approx. per word bound = -3.941, relative change = 2.304e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 249 (approx. per word bound = -3.941, relative change = 2.323e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 250 (approx. per word bound = -3.941, relative change = 2.366e-05)
## Topic 1: clash, soldier, twenty-four, deni, recent
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, violenc, die, two
## Topic 5: turkish, six, oper, detain, incid
## Topic 6: attack, three, bomb, pkk, four
## Topic 7: nine, offici, civilian, near, provinc
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, seven
## Topic 11: say, turkey, conflict, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, yılmaz
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 251 (approx. per word bound = -3.941, relative change = 2.426e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 252 (approx. per word bound = -3.941, relative change = 2.444e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 253 (approx. per word bound = -3.941, relative change = 2.494e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 254 (approx. per word bound = -3.941, relative change = 2.409e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 255 (approx. per word bound = -3.941, relative change = 2.365e-05)
## Topic 1: clash, soldier, twenty-four, deni, recent
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, violenc, die, two
## Topic 5: turkish, six, oper, detain, incid
## Topic 6: attack, three, bomb, pkk, four
## Topic 7: nine, offici, civilian, near, provinc
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, six
## Topic 11: say, turkey, conflict, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, yılmaz
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 256 (approx. per word bound = -3.940, relative change = 2.253e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 257 (approx. per word bound = -3.940, relative change = 2.223e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 258 (approx. per word bound = -3.940, relative change = 2.229e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 259 (approx. per word bound = -3.940, relative change = 2.363e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 260 (approx. per word bound = -3.940, relative change = 2.517e-05)
## Topic 1: clash, soldier, twenty-four, deni, recent
## Topic 2: kurdish, rebel, five, roj, guerrilla
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, violenc, die, two
## Topic 5: turkish, six, oper, detain, incid
## Topic 6: attack, three, bomb, pkk, four
## Topic 7: nine, offici, civilian, near, provinc
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, six
## Topic 11: say, turkey, conflict, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, yılmaz
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 261 (approx. per word bound = -3.940, relative change = 2.775e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 262 (approx. per word bound = -3.940, relative change = 3.119e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 263 (approx. per word bound = -3.940, relative change = 3.572e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 264 (approx. per word bound = -3.940, relative change = 4.216e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 265 (approx. per word bound = -3.939, relative change = 5.020e-05)
## Topic 1: clash, soldier, twenty-four, deni, recent
## Topic 2: kurdish, rebel, five, roj, die
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, violenc, die, two
## Topic 5: turkish, six, oper, detain, incid
## Topic 6: attack, three, bomb, pkk, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, six
## Topic 11: say, turkey, conflict, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, devrim
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 266 (approx. per word bound = -3.939, relative change = 5.825e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 267 (approx. per word bound = -3.939, relative change = 5.335e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 268 (approx. per word bound = -3.939, relative change = 3.801e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 269 (approx. per word bound = -3.939, relative change = 2.802e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 270 (approx. per word bound = -3.939, relative change = 2.532e-05)
## Topic 1: clash, soldier, twenty-four, deni, recent
## Topic 2: kurdish, rebel, five, die, roj
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, violenc, two, die
## Topic 5: turkish, six, oper, detain, incid
## Topic 6: attack, three, bomb, pkk, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, six
## Topic 11: say, turkey, conflict, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, devrim
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 271 (approx. per word bound = -3.939, relative change = 2.392e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 272 (approx. per word bound = -3.938, relative change = 2.338e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 273 (approx. per word bound = -3.938, relative change = 2.286e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 274 (approx. per word bound = -3.938, relative change = 2.265e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 275 (approx. per word bound = -3.938, relative change = 2.260e-05)
## Topic 1: clash, soldier, twenty-four, recent, deni
## Topic 2: kurdish, rebel, five, die, roj
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, violenc, two, die
## Topic 5: turkish, six, oper, detain, incid
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, six
## Topic 11: say, turkey, conflict, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 276 (approx. per word bound = -3.938, relative change = 2.267e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 277 (approx. per word bound = -3.938, relative change = 2.250e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 278 (approx. per word bound = -3.938, relative change = 2.204e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 279 (approx. per word bound = -3.938, relative change = 2.116e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 280 (approx. per word bound = -3.938, relative change = 2.057e-05)
## Topic 1: clash, soldier, twenty-four, recent, deni
## Topic 2: kurdish, rebel, five, die, roj
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, violenc, two, die
## Topic 5: turkish, six, oper, detain, incid
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, six
## Topic 11: say, turkey, conflict, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, turk
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 281 (approx. per word bound = -3.938, relative change = 1.954e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 282 (approx. per word bound = -3.938, relative change = 1.939e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 283 (approx. per word bound = -3.937, relative change = 1.893e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 284 (approx. per word bound = -3.937, relative change = 1.887e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 285 (approx. per word bound = -3.937, relative change = 1.899e-05)
## Topic 1: clash, soldier, twenty-four, recent, two
## Topic 2: kurdish, rebel, five, die, roj
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, violenc, two, die
## Topic 5: turkish, six, oper, detain, incid
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, six
## Topic 11: say, turkey, conflict, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, devrim
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 286 (approx. per word bound = -3.937, relative change = 1.931e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 287 (approx. per word bound = -3.937, relative change = 2.023e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 288 (approx. per word bound = -3.937, relative change = 2.099e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 289 (approx. per word bound = -3.937, relative change = 2.137e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 290 (approx. per word bound = -3.937, relative change = 2.150e-05)
## Topic 1: clash, soldier, twenty-four, recent, two
## Topic 2: kurdish, rebel, five, die, roj
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, violenc, two, die
## Topic 5: turkish, six, oper, detain, incid
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, six
## Topic 11: say, turkey, conflict, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 291 (approx. per word bound = -3.937, relative change = 2.243e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 292 (approx. per word bound = -3.937, relative change = 2.184e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 293 (approx. per word bound = -3.937, relative change = 2.315e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 294 (approx. per word bound = -3.937, relative change = 2.500e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 295 (approx. per word bound = -3.936, relative change = 2.663e-05)
## Topic 1: clash, soldier, twenty-four, recent, two
## Topic 2: kurdish, rebel, five, die, roj
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, violenc, two, die
## Topic 5: turkish, six, oper, detain, incid
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, six
## Topic 11: say, turkey, conflict, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 296 (approx. per word bound = -3.936, relative change = 2.743e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 297 (approx. per word bound = -3.936, relative change = 2.680e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 298 (approx. per word bound = -3.936, relative change = 2.578e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 299 (approx. per word bound = -3.936, relative change = 2.415e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 300 (approx. per word bound = -3.936, relative change = 2.382e-05)
## Topic 1: clash, soldier, twenty-four, recent, two
## Topic 2: kurdish, rebel, five, die, roj
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, violenc, two, die
## Topic 5: turkish, six, oper, detain, incid
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, six
## Topic 11: say, turkey, conflict, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 301 (approx. per word bound = -3.936, relative change = 2.320e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 302 (approx. per word bound = -3.936, relative change = 2.264e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 303 (approx. per word bound = -3.936, relative change = 2.160e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 304 (approx. per word bound = -3.936, relative change = 2.057e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 305 (approx. per word bound = -3.936, relative change = 2.085e-05)
## Topic 1: clash, soldier, twenty-four, recent, two
## Topic 2: kurdish, rebel, five, die, roj
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, violenc, two, die
## Topic 5: turkish, six, oper, detain, incid
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, six
## Topic 11: say, turkey, conflict, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 306 (approx. per word bound = -3.935, relative change = 2.105e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 307 (approx. per word bound = -3.935, relative change = 2.198e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 308 (approx. per word bound = -3.935, relative change = 2.282e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 309 (approx. per word bound = -3.935, relative change = 2.412e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 310 (approx. per word bound = -3.935, relative change = 2.625e-05)
## Topic 1: clash, soldier, twenty-four, recent, two
## Topic 2: kurdish, rebel, five, die, roj
## Topic 3: defens, --, people’, forc, view
## Topic 4: r, kill, violenc, two, die
## Topic 5: turkish, six, oper, detain, seiz
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, six
## Topic 11: say, turkey, conflict, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 311 (approx. per word bound = -3.935, relative change = 2.904e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 312 (approx. per word bound = -3.935, relative change = 2.933e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 313 (approx. per word bound = -3.935, relative change = 2.611e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 314 (approx. per word bound = -3.935, relative change = 2.319e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 315 (approx. per word bound = -3.935, relative change = 2.174e-05)
## Topic 1: clash, soldier, twenty-four, recent, two
## Topic 2: kurdish, rebel, five, die, roj
## Topic 3: defens, --, forc, people’, view
## Topic 4: r, kill, violenc, two, seven
## Topic 5: turkish, six, oper, detain, seiz
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, six
## Topic 11: say, turkey, conflict, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 316 (approx. per word bound = -3.934, relative change = 2.123e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 317 (approx. per word bound = -3.934, relative change = 2.066e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 318 (approx. per word bound = -3.934, relative change = 2.010e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 319 (approx. per word bound = -3.934, relative change = 2.005e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 320 (approx. per word bound = -3.934, relative change = 2.019e-05)
## Topic 1: clash, soldier, twenty-four, recent, two
## Topic 2: kurdish, rebel, five, die, roj
## Topic 3: defens, --, forc, people’, view
## Topic 4: r, kill, violenc, two, seven
## Topic 5: turkish, six, oper, detain, seiz
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, six
## Topic 11: say, turkey, conflict, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 321 (approx. per word bound = -3.934, relative change = 2.017e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 322 (approx. per word bound = -3.934, relative change = 2.123e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 323 (approx. per word bound = -3.934, relative change = 2.393e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 324 (approx. per word bound = -3.934, relative change = 3.120e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 325 (approx. per word bound = -3.934, relative change = 4.527e-05)
## Topic 1: clash, soldier, twenty-four, recent, two
## Topic 2: kurdish, rebel, five, die, roj
## Topic 3: defens, --, forc, people’, view
## Topic 4: r, kill, violenc, two, seven
## Topic 5: turkish, six, oper, detain, seiz
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, six
## Topic 11: say, turkey, conflict, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, devrim
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 326 (approx. per word bound = -3.933, relative change = 3.817e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 327 (approx. per word bound = -3.933, relative change = 2.293e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 328 (approx. per word bound = -3.933, relative change = 2.245e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 329 (approx. per word bound = -3.933, relative change = 2.409e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 330 (approx. per word bound = -3.933, relative change = 2.711e-05)
## Topic 1: clash, soldier, twenty-four, recent, two
## Topic 2: kurdish, rebel, five, die, roj
## Topic 3: defens, --, forc, people’, view
## Topic 4: r, kill, violenc, two, seven
## Topic 5: turkish, six, oper, detain, seiz
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, six
## Topic 11: say, turkey, conflict, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 331 (approx. per word bound = -3.933, relative change = 2.847e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 332 (approx. per word bound = -3.933, relative change = 2.764e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 333 (approx. per word bound = -3.933, relative change = 2.596e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 334 (approx. per word bound = -3.933, relative change = 2.452e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 335 (approx. per word bound = -3.933, relative change = 2.377e-05)
## Topic 1: clash, soldier, twenty-four, recent, two
## Topic 2: kurdish, rebel, five, die, roj
## Topic 3: defens, --, forc, people’, view
## Topic 4: r, kill, violenc, two, seven
## Topic 5: turkish, six, oper, detain, seiz
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, fresh
## Topic 11: say, turkey, conflict, eur, guerrilla
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 336 (approx. per word bound = -3.932, relative change = 2.407e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 337 (approx. per word bound = -3.932, relative change = 2.369e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 338 (approx. per word bound = -3.932, relative change = 2.351e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 339 (approx. per word bound = -3.932, relative change = 2.393e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 340 (approx. per word bound = -3.932, relative change = 2.391e-05)
## Topic 1: clash, soldier, twenty-four, recent, two
## Topic 2: kurdish, rebel, five, die, roj
## Topic 3: defens, --, forc, people’, view
## Topic 4: r, kill, violenc, two, seven
## Topic 5: turkish, six, oper, detain, seiz
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, fresh
## Topic 11: say, turkey, conflict, kurdish, eur
## Topic 12: forc, peopl, ararat, agit, devrim
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 341 (approx. per word bound = -3.932, relative change = 2.425e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 342 (approx. per word bound = -3.932, relative change = 2.356e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 343 (approx. per word bound = -3.932, relative change = 2.526e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 344 (approx. per word bound = -3.932, relative change = 3.214e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 345 (approx. per word bound = -3.931, relative change = 6.443e-05)
## Topic 1: clash, soldier, twenty-four, recent, two
## Topic 2: kurdish, rebel, five, die, roj
## Topic 3: defens, --, forc, people’, view
## Topic 4: r, kill, violenc, two, seven
## Topic 5: turkish, six, oper, detain, seiz
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, fresh
## Topic 11: say, turkey, conflict, kurdish, eur
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 346 (approx. per word bound = -3.931, relative change = 5.409e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 347 (approx. per word bound = -3.931, relative change = 2.225e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 348 (approx. per word bound = -3.931, relative change = 2.057e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 349 (approx. per word bound = -3.931, relative change = 2.034e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 350 (approx. per word bound = -3.931, relative change = 1.995e-05)
## Topic 1: clash, soldier, twenty-four, recent, two
## Topic 2: kurdish, rebel, five, die, roj
## Topic 3: --, defens, forc, people’, view
## Topic 4: r, kill, violenc, two, seven
## Topic 5: turkish, six, oper, detain, seiz
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, fresh
## Topic 11: say, turkey, kurdish, conflict, eur
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 351 (approx. per word bound = -3.931, relative change = 2.075e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 352 (approx. per word bound = -3.931, relative change = 2.047e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 353 (approx. per word bound = -3.931, relative change = 2.117e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 354 (approx. per word bound = -3.931, relative change = 1.986e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 355 (approx. per word bound = -3.930, relative change = 1.929e-05)
## Topic 1: clash, soldier, twenty-four, recent, separatist
## Topic 2: kurdish, rebel, five, die, six
## Topic 3: --, defens, forc, people’, view
## Topic 4: r, kill, violenc, two, seven
## Topic 5: turkish, six, oper, detain, seiz
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, fresh
## Topic 11: say, turkey, kurdish, conflict, eur
## Topic 12: forc, peopl, ararat, agit, devrim
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 356 (approx. per word bound = -3.930, relative change = 1.767e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 357 (approx. per word bound = -3.930, relative change = 1.740e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 358 (approx. per word bound = -3.930, relative change = 1.666e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 359 (approx. per word bound = -3.930, relative change = 1.656e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 360 (approx. per word bound = -3.930, relative change = 1.680e-05)
## Topic 1: clash, soldier, twenty-four, recent, separatist
## Topic 2: kurdish, rebel, five, die, six
## Topic 3: --, defens, forc, people’, view
## Topic 4: r, kill, violenc, two, seven
## Topic 5: turkish, six, detain, oper, seiz
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, fresh
## Topic 11: say, turkey, kurdish, conflict, eur
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 361 (approx. per word bound = -3.930, relative change = 1.682e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 362 (approx. per word bound = -3.930, relative change = 1.761e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 363 (approx. per word bound = -3.930, relative change = 1.759e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 364 (approx. per word bound = -3.930, relative change = 1.777e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 365 (approx. per word bound = -3.930, relative change = 1.859e-05)
## Topic 1: clash, soldier, twenty-four, separatist, recent
## Topic 2: kurdish, rebel, five, die, six
## Topic 3: --, defens, forc, people’, view
## Topic 4: r, kill, violenc, two, seven
## Topic 5: turkish, six, detain, seiz, hakkari
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, fresh
## Topic 11: say, turkey, kurdish, conflict, eur
## Topic 12: forc, peopl, ararat, agit, tolhıldan
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 366 (approx. per word bound = -3.930, relative change = 2.061e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 367 (approx. per word bound = -3.930, relative change = 2.115e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 368 (approx. per word bound = -3.930, relative change = 2.248e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 369 (approx. per word bound = -3.929, relative change = 2.147e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 370 (approx. per word bound = -3.929, relative change = 2.127e-05)
## Topic 1: clash, soldier, separatist, twenty-four, recent
## Topic 2: kurdish, rebel, five, die, six
## Topic 3: --, defens, forc, people’, view
## Topic 4: r, kill, violenc, two, seven
## Topic 5: turkish, six, detain, seiz, hakkari
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, fresh
## Topic 11: say, turkey, kurdish, conflict, eur
## Topic 12: forc, peopl, ararat, agit, botan
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 371 (approx. per word bound = -3.929, relative change = 1.968e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 372 (approx. per word bound = -3.929, relative change = 1.808e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 373 (approx. per word bound = -3.929, relative change = 1.607e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 374 (approx. per word bound = -3.929, relative change = 1.494e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 375 (approx. per word bound = -3.929, relative change = 1.406e-05)
## Topic 1: clash, soldier, separatist, twenty-four, recent
## Topic 2: kurdish, rebel, five, die, six
## Topic 3: --, defens, forc, people’, view
## Topic 4: r, kill, violenc, two, seven
## Topic 5: turkish, six, detain, seiz, hakkari
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, fresh
## Topic 11: say, turkey, kurdish, conflict, eur
## Topic 12: forc, peopl, ararat, botan, agit
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 376 (approx. per word bound = -3.929, relative change = 1.448e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 377 (approx. per word bound = -3.929, relative change = 1.450e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 378 (approx. per word bound = -3.929, relative change = 1.464e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 379 (approx. per word bound = -3.929, relative change = 1.388e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 380 (approx. per word bound = -3.929, relative change = 1.333e-05)
## Topic 1: clash, soldier, separatist, twenty-four, recent
## Topic 2: kurdish, rebel, five, die, six
## Topic 3: --, defens, forc, people’, view
## Topic 4: r, kill, violenc, two, seven
## Topic 5: turkish, six, detain, seiz, hakkari
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, fresh
## Topic 11: say, turkey, kurdish, conflict, eur
## Topic 12: forc, peopl, ararat, botan, agit
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 381 (approx. per word bound = -3.929, relative change = 1.313e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 382 (approx. per word bound = -3.929, relative change = 1.331e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 383 (approx. per word bound = -3.929, relative change = 1.284e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 384 (approx. per word bound = -3.929, relative change = 1.276e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 385 (approx. per word bound = -3.929, relative change = 1.281e-05)
## Topic 1: clash, soldier, separatist, twenty-four, recent
## Topic 2: kurdish, rebel, five, die, six
## Topic 3: --, defens, forc, people’, view
## Topic 4: r, kill, violenc, two, seven
## Topic 5: turkish, six, detain, seiz, hakkari
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, fresh
## Topic 11: say, turkey, kurdish, conflict, kill
## Topic 12: forc, peopl, ararat, botan, muham
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 386 (approx. per word bound = -3.928, relative change = 1.185e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 387 (approx. per word bound = -3.928, relative change = 1.219e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 388 (approx. per word bound = -3.928, relative change = 1.174e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 389 (approx. per word bound = -3.928, relative change = 1.189e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 390 (approx. per word bound = -3.928, relative change = 1.224e-05)
## Topic 1: clash, soldier, separatist, twenty-four, recent
## Topic 2: kurdish, rebel, five, die, six
## Topic 3: --, defens, forc, people’, view
## Topic 4: r, kill, violenc, two, seven
## Topic 5: turkish, six, detain, seiz, hakkari
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, fresh
## Topic 11: say, turkey, kurdish, conflict, kill
## Topic 12: forc, peopl, ararat, botan, muham
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 391 (approx. per word bound = -3.928, relative change = 1.238e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 392 (approx. per word bound = -3.928, relative change = 1.268e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 393 (approx. per word bound = -3.928, relative change = 1.317e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 394 (approx. per word bound = -3.928, relative change = 1.194e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 395 (approx. per word bound = -3.928, relative change = 1.191e-05)
## Topic 1: clash, soldier, separatist, twenty-four, recent
## Topic 2: kurdish, rebel, five, die, six
## Topic 3: --, defens, forc, people’, view
## Topic 4: r, kill, violenc, two, seven
## Topic 5: turkish, six, detain, seiz, hakkari
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, fresh
## Topic 11: say, turkey, kurdish, conflict, kill
## Topic 12: forc, peopl, ararat, botan, muham
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 396 (approx. per word bound = -3.928, relative change = 1.190e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 397 (approx. per word bound = -3.928, relative change = 1.259e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 398 (approx. per word bound = -3.928, relative change = 1.177e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 399 (approx. per word bound = -3.928, relative change = 1.143e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 400 (approx. per word bound = -3.928, relative change = 1.100e-05)
## Topic 1: clash, soldier, separatist, twenty-four, recent
## Topic 2: kurdish, rebel, five, die, six
## Topic 3: --, defens, forc, people’, view
## Topic 4: r, kill, violenc, two, seven
## Topic 5: turkish, six, detain, seiz, sanliurfa
## Topic 6: attack, three, pkk, bomb, four
## Topic 7: nine, offici, civilian, provinc, near
## Topic 8: --, kill, soldier, two, european
## Topic 9: kill, ankara, terrorist, f, secur
## Topic 10: turkey, kill, eight, violenc, fresh
## Topic 11: say, turkey, kurdish, conflict, kill
## Topic 12: forc, peopl, ararat, botan, muham
## Topic 13: --, terörist, etkisiz, hale, getirildi
## Topic 14: rebel, kurd, troop, dead, turk
## Topic 15: --, milit, turkish, kill, iraq
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 401 (approx. per word bound = -3.928, relative change = 1.099e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 402 (approx. per word bound = -3.928, relative change = 1.052e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ................
## Recovering initialization...
## ..................
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -5.092)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.782, relative change = 6.088e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.609, relative change = 3.628e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.496, relative change = 2.448e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.417, relative change = 1.762e-02)
## Topic 1: r, kurdish, armi, offic, provinc
## Topic 2: kurd, attack, least, kurdish-link, eighteen
## Topic 3: forc, european, middl, leader, defens
## Topic 4: --, troop, violenc, four, roj
## Topic 5: peopl, defens, jun, turkish, ozgur
## Topic 6: kill, ankara, anatolia, five, _f
## Topic 7: --, milit, kurdish, turkish, iraq
## Topic 8: three, militari, --, turkish, target
## Topic 9: turkey, kill, terrorist, secur, oper
## Topic 10: f, soldier, ankara, six, dead
## Topic 11: clash, kill, two, die, ten
## Topic 12: --, soldier, bomb, kill, kurdish
## Topic 13: people’, defens, blast, kill, separatist
## Topic 14: say, pkk, one, turkish, strike
## Topic 15: rebel, turkish, kill, seven, eight
## Topic 16: turkish, pkk, rebel, five, general
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.363, relative change = 1.212e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.322, relative change = 9.451e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.288, relative change = 7.806e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.258, relative change = 7.102e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.230, relative change = 6.405e-03)
## Topic 1: r, kurdish, armi, offic, provinc
## Topic 2: kurd, attack, least, kurdish-link, eighteen
## Topic 3: forc, european, middl, leader, curfew
## Topic 4: troop, four, violenc, roj, --
## Topic 5: peopl, defens, ozgur, view, profil
## Topic 6: ankara, terrorist, kill, anatolia, five
## Topic 7: --, milit, kurdish, kill, turkish
## Topic 8: three, militari, --, turkish, hit
## Topic 9: turkey, kill, secur, oper, polic
## Topic 10: f, soldier, dead, six, turk
## Topic 11: clash, kill, two, die, ten
## Topic 12: --, soldier, bomb, kill, explos
## Topic 13: defens, people’, blast, iraqi, separatist
## Topic 14: say, one, strike, air, pkk
## Topic 15: rebel, turkish, kill, seven, eight
## Topic 16: turkish, pkk, five, general, governor
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.208, relative change = 5.274e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.190, relative change = 4.375e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.174, relative change = 3.793e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.160, relative change = 3.386e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.147, relative change = 3.153e-03)
## Topic 1: r, kurdish, die, offic, ambush
## Topic 2: kurd, attack, kurdish-link, raid, lose
## Topic 3: forc, european, curfew, leader, late
## Topic 4: troop, four, violenc, roj, death
## Topic 5: peopl, defens, --, ozgur, view
## Topic 6: ankara, terrorist, kill, anatolia, secur
## Topic 7: milit, --, kurdish, kill, turkish
## Topic 8: three, militari, near, hit, offici
## Topic 9: turkey, kill, secur, oper, conflict
## Topic 10: f, soldier, dead, six, turk
## Topic 11: clash, two, kill, die, ten
## Topic 12: --, soldier, attack, bomb, wound
## Topic 13: defens, people’, iraqi, neutral, border
## Topic 14: say, one, strike, air, civilian
## Topic 15: rebel, turkish, kill, seven, eight
## Topic 16: pkk, turkish, five, attack, blast
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.135, relative change = 2.823e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.125, relative change = 2.347e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.117, relative change = 1.944e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.110, relative change = 1.714e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.104, relative change = 1.497e-03)
## Topic 1: r, kurdish, die, offic, ambush
## Topic 2: kurd, attack, kurdish-link, raid, lose
## Topic 3: forc, european, curfew, late, dozen
## Topic 4: troop, four, violenc, roj, death
## Topic 5: --, peopl, defens, ozgur, view
## Topic 6: ankara, terrorist, kill, anatolia, secur
## Topic 7: --, kurdish, milit, kill, turkish
## Topic 8: three, militari, near, offici, hit
## Topic 9: turkey, kill, secur, guerrilla, conflict
## Topic 10: f, soldier, six, dead, turk
## Topic 11: clash, two, kill, die, fight
## Topic 12: --, soldier, attack, bomb, wound
## Topic 13: defens, people’, neutral, direct, contact
## Topic 14: say, one, strike, civilian, middl
## Topic 15: rebel, turkish, kill, seven, eight
## Topic 16: pkk, turkish, attack, five, blast
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.098, relative change = 1.441e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.092, relative change = 1.425e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.086, relative change = 1.425e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.080, relative change = 1.436e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.076, relative change = 1.206e-03)
## Topic 1: r, kurdish, die, ambush, insurg
## Topic 2: kurd, attack, kurdish-link, raid, lose
## Topic 3: forc, european, curfew, late, dozen
## Topic 4: troop, four, violenc, roj, death
## Topic 5: --, peopl, defens, ozgur, view
## Topic 6: ankara, terrorist, kill, secur, anatolia
## Topic 7: --, kurdish, turkish, kill, milit
## Topic 8: three, militari, offici, near, hit
## Topic 9: turkey, kill, guerrilla, conflict, nine
## Topic 10: soldier, f, six, turk, dead
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, soldier, bomb, attack, kurdish
## Topic 13: defens, people’, --, neutral, direct
## Topic 14: say, one, dead, civilian, middl
## Topic 15: rebel, turkish, kill, seven, eight
## Topic 16: pkk, turkish, attack, five, oper
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.071, relative change = 1.099e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.067, relative change = 1.091e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.062, relative change = 1.182e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.057, relative change = 1.279e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.051, relative change = 1.328e-03)
## Topic 1: r, kurdish, die, ambush, insurg
## Topic 2: kurd, attack, kurdish-link, raid, lose
## Topic 3: forc, european, dozen, late, pro-kurdish
## Topic 4: troop, four, violenc, roj, death
## Topic 5: --, peopl, defens, ozgur, view
## Topic 6: ankara, terrorist, kill, secur, anatolia
## Topic 7: --, turkish, kill, milit, kurdish
## Topic 8: three, militari, offici, near, hit
## Topic 9: turkey, kill, guerrilla, conflict, nine
## Topic 10: soldier, f, six, turk, turkish
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, soldier, kurdish, bomb, blast
## Topic 13: defens, people’, --, neutral, anadolu
## Topic 14: say, one, dead, civilian, --
## Topic 15: rebel, turkish, kill, seven, eight
## Topic 16: pkk, attack, turkish, five, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.046, relative change = 1.348e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.040, relative change = 1.341e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.035, relative change = 1.341e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.030, relative change = 1.285e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.025, relative change = 1.201e-03)
## Topic 1: r, kurdish, die, ambush, insurg
## Topic 2: kurd, kurdish-link, raid, attack, lose
## Topic 3: forc, european, dozen, late, pro-kurdish
## Topic 4: troop, four, violenc, roj, death
## Topic 5: peopl, --, defens, ozgur, view
## Topic 6: ankara, terrorist, kill, turkish, f
## Topic 7: --, turkish, kill, milit, kurdish
## Topic 8: three, militari, offici, near, hit
## Topic 9: turkey, kill, conflict, guerrilla, nine
## Topic 10: soldier, six, turk, turkish, terörist
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, soldier, kurdish, bomb, blast
## Topic 13: defens, --, people’, neutral, anadolu
## Topic 14: say, dead, one, civilian, --
## Topic 15: rebel, turkish, kill, seven, eight
## Topic 16: pkk, attack, turkish, european, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.020, relative change = 1.106e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.016, relative change = 1.058e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.012, relative change = 1.039e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.008, relative change = 9.052e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.005, relative change = 8.209e-04)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, kurdish-link, raid, lose, least
## Topic 3: forc, dozen, late, pir, binevÅŸ
## Topic 4: troop, four, violenc, roj, death
## Topic 5: peopl, --, defens, ozgur, politika
## Topic 6: ankara, turkish, terrorist, kill, f
## Topic 7: --, turkish, kill, milit, iraq
## Topic 8: three, militari, offici, near, hit
## Topic 9: turkey, kill, conflict, nine, guerrilla
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, soldier, kurdish, bomb, european
## Topic 13: --, defens, people’, neutral, forc
## Topic 14: say, dead, one, civilian, guard
## Topic 15: rebel, turkish, kill, seven, eight
## Topic 16: attack, pkk, turkish, european, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.002, relative change = 6.893e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.000, relative change = 5.503e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -3.998, relative change = 4.338e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -3.997, relative change = 3.874e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.995, relative change = 3.775e-04)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, kurdish-link, raid, lose, least
## Topic 3: forc, dozen, late, doÄŸan, binevÅŸ
## Topic 4: troop, violenc, four, roj, death
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, terrorist, kill, f
## Topic 7: --, turkish, kill, milit, iraq
## Topic 8: three, militari, offici, near, hit
## Topic 9: turkey, kill, conflict, nine, guerrilla
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, soldier, kurdish, bomb, european
## Topic 13: --, defens, people’, forc, neutral
## Topic 14: say, dead, one, civilian, --
## Topic 15: rebel, turkish, kill, seven, eight
## Topic 16: attack, pkk, turkish, european, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -3.994, relative change = 4.170e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -3.992, relative change = 4.037e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -3.991, relative change = 3.910e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -3.989, relative change = 4.501e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.987, relative change = 3.734e-04)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, kurdish-link, raid, lose, least
## Topic 3: forc, dozen, late, doÄŸan, rojda
## Topic 4: troop, violenc, four, roj, death
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, terrorist, kill, f
## Topic 7: --, turkish, kill, milit, iraq
## Topic 8: three, militari, offici, near, hit
## Topic 9: turkey, kill, conflict, nine, guerrilla
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, soldier, kurdish, bomb, european
## Topic 13: --, defens, people’, forc, neutral
## Topic 14: say, dead, one, civilian, --
## Topic 15: rebel, turkish, kill, seven, eight
## Topic 16: attack, pkk, turkish, european, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -3.986, relative change = 3.033e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -3.985, relative change = 3.007e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -3.984, relative change = 2.955e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -3.983, relative change = 2.825e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -3.981, relative change = 2.638e-04)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, kurdish-link, eighteen
## Topic 3: forc, dozen, late, self, doÄŸan
## Topic 4: troop, violenc, four, roj, death
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, f
## Topic 7: --, turkish, kill, milit, iraq
## Topic 8: three, offici, militari, bomb, near
## Topic 9: turkey, kill, conflict, nine, guerrilla
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, bomb
## Topic 13: --, defens, people’, forc, neutral
## Topic 14: say, dead, one, --, civilian
## Topic 15: rebel, turkish, kill, seven, eight
## Topic 16: attack, turkish, pkk, polic, wound
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -3.980, relative change = 2.532e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -3.980, relative change = 2.308e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -3.979, relative change = 2.222e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -3.978, relative change = 2.100e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -3.977, relative change = 2.029e-04)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, self, rojda
## Topic 4: troop, violenc, four, roj, death
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, f
## Topic 7: --, turkish, kill, milit, iraq
## Topic 8: three, offici, bomb, near, militari
## Topic 9: turkey, kill, conflict, nine, guerrilla
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, bomb
## Topic 13: --, defens, people’, forc, neutral
## Topic 14: say, dead, one, --, civilian
## Topic 15: rebel, turkish, kill, seven, eight
## Topic 16: attack, turkish, pkk, polic, wound
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -3.976, relative change = 1.905e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -3.976, relative change = 1.645e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -3.975, relative change = 1.596e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -3.974, relative change = 1.712e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -3.974, relative change = 1.875e-04)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, self, rojda
## Topic 4: troop, violenc, four, roj, death
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, f
## Topic 7: --, turkish, kill, milit, iraq
## Topic 8: three, bomb, offici, near, hit
## Topic 9: turkey, kill, conflict, nine, guerrilla
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, bomb
## Topic 13: --, defens, people’, forc, neutral
## Topic 14: say, dead, one, --, armi
## Topic 15: rebel, turkish, kill, seven, eight
## Topic 16: attack, turkish, pkk, polic, wound
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -3.973, relative change = 1.814e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -3.972, relative change = 1.828e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -3.971, relative change = 1.852e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -3.971, relative change = 1.831e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.970, relative change = 1.790e-04)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, self, rojda
## Topic 4: troop, violenc, four, roj, death
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, bomb, near, hit
## Topic 9: turkey, kill, conflict, nine, guerrilla
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, blast
## Topic 13: --, defens, people’, forc, neutral
## Topic 14: say, dead, armi, --, one
## Topic 15: rebel, turkish, kill, seven, eight
## Topic 16: attack, turkish, pkk, polic, wound
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -3.969, relative change = 1.761e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -3.969, relative change = 1.735e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -3.968, relative change = 1.679e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -3.967, relative change = 1.624e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -3.967, relative change = 1.572e-04)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, self, rojda
## Topic 4: troop, violenc, four, roj, death
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, bomb, near, hit
## Topic 9: turkey, kill, conflict, nine, guerrilla
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, one
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, armi, --, civilian
## Topic 15: rebel, turkish, kill, seven, eight
## Topic 16: attack, turkish, pkk, polic, wound
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 76 (approx. per word bound = -3.966, relative change = 1.509e-04)
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## Completing Iteration 77 (approx. per word bound = -3.965, relative change = 1.420e-04)
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## Completing Iteration 78 (approx. per word bound = -3.965, relative change = 1.355e-04)
## ....................................................................................................
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## Completing Iteration 79 (approx. per word bound = -3.964, relative change = 1.239e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 80 (approx. per word bound = -3.964, relative change = 1.150e-04)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, self, rojda
## Topic 4: troop, violenc, four, roj, death
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, near, hit, bomb
## Topic 9: turkey, kill, conflict, nine, guerrilla
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, one
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, armi, --, civilian
## Topic 15: rebel, turkish, kill, seven, eight
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 81 (approx. per word bound = -3.964, relative change = 1.133e-04)
## ....................................................................................................
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## Completing Iteration 82 (approx. per word bound = -3.963, relative change = 1.151e-04)
## ....................................................................................................
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## Completing Iteration 83 (approx. per word bound = -3.963, relative change = 1.131e-04)
## ....................................................................................................
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## Completing Iteration 84 (approx. per word bound = -3.962, relative change = 1.097e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 85 (approx. per word bound = -3.962, relative change = 1.081e-04)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, self, rojda
## Topic 4: troop, violenc, four, roj, death
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, near, hit, istanbul
## Topic 9: turkey, kill, conflict, nine, guerrilla
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, one
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, --, armi, civilian
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
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## Completing Iteration 86 (approx. per word bound = -3.961, relative change = 1.043e-04)
## ....................................................................................................
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## Completing Iteration 87 (approx. per word bound = -3.961, relative change = 9.945e-05)
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## Completing Iteration 88 (approx. per word bound = -3.961, relative change = 9.546e-05)
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## Completing Iteration 89 (approx. per word bound = -3.960, relative change = 9.376e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 90 (approx. per word bound = -3.960, relative change = 9.328e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, self, rojda
## Topic 4: troop, violenc, four, eight, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, near, hit, istanbul
## Topic 9: turkey, kill, conflict, nine, guerrilla
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, one
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, --, armi, civilian
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
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## Completing Iteration 91 (approx. per word bound = -3.959, relative change = 9.580e-05)
## ....................................................................................................
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## Completing Iteration 92 (approx. per word bound = -3.959, relative change = 8.238e-05)
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## Completing Iteration 93 (approx. per word bound = -3.959, relative change = 7.149e-05)
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## Completing Iteration 94 (approx. per word bound = -3.959, relative change = 6.921e-05)
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## Completing Iteration 95 (approx. per word bound = -3.958, relative change = 6.783e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, self, rojda
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, near, hit, istanbul
## Topic 9: turkey, kill, conflict, nine, guerrilla
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, one
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, --, armi, civilian
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
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## Completing Iteration 96 (approx. per word bound = -3.958, relative change = 6.698e-05)
## ....................................................................................................
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## Completing Iteration 97 (approx. per word bound = -3.958, relative change = 6.901e-05)
## ....................................................................................................
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## Completing Iteration 98 (approx. per word bound = -3.957, relative change = 6.406e-05)
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## Completing Iteration 99 (approx. per word bound = -3.957, relative change = 5.935e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 100 (approx. per word bound = -3.957, relative change = 5.840e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, self, rojda
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, near, hit, istanbul
## Topic 9: turkey, kill, conflict, nine, guerrilla
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, one
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, --, armi, civilian
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 101 (approx. per word bound = -3.957, relative change = 5.922e-05)
## ....................................................................................................
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## Completing Iteration 102 (approx. per word bound = -3.957, relative change = 6.329e-05)
## ....................................................................................................
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## Completing Iteration 103 (approx. per word bound = -3.956, relative change = 6.423e-05)
## ....................................................................................................
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## Completing Iteration 104 (approx. per word bound = -3.956, relative change = 6.259e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 105 (approx. per word bound = -3.956, relative change = 6.154e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, self, black
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, near, border, hit
## Topic 9: turkey, kill, conflict, nine, guerrilla
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, one
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, --, armi, civilian
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 106 (approx. per word bound = -3.956, relative change = 6.144e-05)
## ....................................................................................................
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## Completing Iteration 107 (approx. per word bound = -3.955, relative change = 6.297e-05)
## ....................................................................................................
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## Completing Iteration 108 (approx. per word bound = -3.955, relative change = 6.146e-05)
## ....................................................................................................
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## Completing Iteration 109 (approx. per word bound = -3.955, relative change = 5.420e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 110 (approx. per word bound = -3.955, relative change = 5.425e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, near, border, hit
## Topic 9: turkey, kill, conflict, nine, guerrilla
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, one
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, --, armi, civilian
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 111 (approx. per word bound = -3.954, relative change = 7.487e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 112 (approx. per word bound = -3.954, relative change = 1.007e-04)
## ....................................................................................................
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## Completing Iteration 113 (approx. per word bound = -3.954, relative change = 5.628e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 114 (approx. per word bound = -3.954, relative change = 4.404e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 115 (approx. per word bound = -3.953, relative change = 4.389e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, near, border, hit
## Topic 9: turkey, kill, conflict, nine, guerrilla
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, one
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, --, armi, civilian
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 116 (approx. per word bound = -3.953, relative change = 4.353e-05)
## ....................................................................................................
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## Completing Iteration 117 (approx. per word bound = -3.953, relative change = 4.277e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 118 (approx. per word bound = -3.953, relative change = 4.324e-05)
## ....................................................................................................
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## Completing Iteration 119 (approx. per word bound = -3.953, relative change = 4.425e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 120 (approx. per word bound = -3.952, relative change = 4.991e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, near, border, hit
## Topic 9: turkey, kill, conflict, nine, guerrilla
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, one
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, --, armi, civilian
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 121 (approx. per word bound = -3.952, relative change = 5.964e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 122 (approx. per word bound = -3.952, relative change = 6.969e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 123 (approx. per word bound = -3.952, relative change = 6.918e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 124 (approx. per word bound = -3.951, relative change = 5.443e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 125 (approx. per word bound = -3.951, relative change = 4.380e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, self, black
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, near, border, hit
## Topic 9: turkey, kill, conflict, nine, guerrilla
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, one
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, --, armi, civilian
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 126 (approx. per word bound = -3.951, relative change = 4.046e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 127 (approx. per word bound = -3.951, relative change = 3.971e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 128 (approx. per word bound = -3.951, relative change = 4.038e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 129 (approx. per word bound = -3.951, relative change = 4.265e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 130 (approx. per word bound = -3.950, relative change = 5.042e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, self, black
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, near, border, hit
## Topic 9: turkey, kill, conflict, nine, guerrilla
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, one
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, --, armi, civilian
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -3.950, relative change = 6.689e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 132 (approx. per word bound = -3.950, relative change = 6.905e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 133 (approx. per word bound = -3.950, relative change = 7.827e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 134 (approx. per word bound = -3.949, relative change = 8.919e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 135 (approx. per word bound = -3.949, relative change = 7.613e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, self, black
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, near, border, hit
## Topic 9: turkey, kill, conflict, nine, guerrilla
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, --, armi, guard
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 136 (approx. per word bound = -3.949, relative change = 7.172e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 137 (approx. per word bound = -3.948, relative change = 7.114e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 138 (approx. per word bound = -3.948, relative change = 6.864e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 139 (approx. per word bound = -3.948, relative change = 6.436e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 140 (approx. per word bound = -3.948, relative change = 5.800e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, self, black
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, near, border, hit
## Topic 9: turkey, kill, nine, conflict, guerrilla
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, conflict, --, armi
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 141 (approx. per word bound = -3.947, relative change = 5.577e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 142 (approx. per word bound = -3.947, relative change = 5.330e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 143 (approx. per word bound = -3.947, relative change = 4.428e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 144 (approx. per word bound = -3.947, relative change = 3.686e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 145 (approx. per word bound = -3.947, relative change = 3.376e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, self, black
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, near, border, hit
## Topic 9: turkey, kill, nine, guerrilla, thirty-eight
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, conflict, --, armi
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 146 (approx. per word bound = -3.947, relative change = 3.241e-05)
## ....................................................................................................
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## Completing Iteration 147 (approx. per word bound = -3.947, relative change = 3.074e-05)
## ....................................................................................................
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## Completing Iteration 148 (approx. per word bound = -3.946, relative change = 3.086e-05)
## ....................................................................................................
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## Completing Iteration 149 (approx. per word bound = -3.946, relative change = 3.266e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 150 (approx. per word bound = -3.946, relative change = 3.291e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, self, rojda
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, near, border, hit
## Topic 9: turkey, kill, nine, guerrilla, intensifi
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, conflict, --, armi
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 151 (approx. per word bound = -3.946, relative change = 3.290e-05)
## ....................................................................................................
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## Completing Iteration 152 (approx. per word bound = -3.946, relative change = 3.328e-05)
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## Completing Iteration 153 (approx. per word bound = -3.946, relative change = 3.212e-05)
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## Completing Iteration 154 (approx. per word bound = -3.946, relative change = 3.499e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 155 (approx. per word bound = -3.945, relative change = 4.393e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, self, black
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, near, border, hit
## Topic 9: turkey, kill, nine, guerrilla, intensifi
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, conflict, --, armi
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 156 (approx. per word bound = -3.945, relative change = 4.742e-05)
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## Completing Iteration 157 (approx. per word bound = -3.945, relative change = 3.774e-05)
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## Completing Iteration 158 (approx. per word bound = -3.945, relative change = 3.761e-05)
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## Completing Iteration 159 (approx. per word bound = -3.945, relative change = 3.816e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
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## Completing Iteration 160 (approx. per word bound = -3.945, relative change = 3.656e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, self, black
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, near, border, hit
## Topic 9: turkey, kill, nine, guerrilla, intensifi
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, fight, eur
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, conflict, --, armi
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 161 (approx. per word bound = -3.945, relative change = 3.417e-05)
## ....................................................................................................
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## Completing Iteration 162 (approx. per word bound = -3.944, relative change = 3.318e-05)
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## Completing Iteration 163 (approx. per word bound = -3.944, relative change = 3.377e-05)
## ....................................................................................................
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## Completing Iteration 164 (approx. per word bound = -3.944, relative change = 3.426e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 165 (approx. per word bound = -3.944, relative change = 3.348e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, near, border, hit
## Topic 9: turkey, kill, nine, guerrilla, intensifi
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, conflict, --, armi
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 166 (approx. per word bound = -3.944, relative change = 3.332e-05)
## ....................................................................................................
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## Completing Iteration 167 (approx. per word bound = -3.944, relative change = 3.413e-05)
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## Completing Iteration 168 (approx. per word bound = -3.944, relative change = 3.533e-05)
## ....................................................................................................
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## Completing Iteration 169 (approx. per word bound = -3.943, relative change = 3.348e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 170 (approx. per word bound = -3.943, relative change = 2.760e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, near, border, civilian
## Topic 9: turkey, kill, nine, guerrilla, intensifi
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, conflict, --, armi
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 171 (approx. per word bound = -3.943, relative change = 2.562e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 172 (approx. per word bound = -3.943, relative change = 2.356e-05)
## ....................................................................................................
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## Completing Iteration 173 (approx. per word bound = -3.943, relative change = 2.232e-05)
## ....................................................................................................
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## Completing Iteration 174 (approx. per word bound = -3.943, relative change = 2.161e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 175 (approx. per word bound = -3.943, relative change = 2.211e-05)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, near, civilian, border
## Topic 9: turkey, kill, nine, guerrilla, intensifi
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, conflict, --, armi
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 176 (approx. per word bound = -3.943, relative change = 2.316e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 177 (approx. per word bound = -3.943, relative change = 2.509e-05)
## ....................................................................................................
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## Completing Iteration 178 (approx. per word bound = -3.943, relative change = 2.691e-05)
## ....................................................................................................
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## Completing Iteration 179 (approx. per word bound = -3.942, relative change = 2.907e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 180 (approx. per word bound = -3.942, relative change = 3.130e-05)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: turkey, kill, nine, guerrilla, intensifi
## Topic 10: soldier, six, turk, terörist, etkisiz
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, conflict, --, armi
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 181 (approx. per word bound = -3.942, relative change = 3.537e-05)
## ....................................................................................................
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## Completing Iteration 182 (approx. per word bound = -3.942, relative change = 3.773e-05)
## ....................................................................................................
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## Completing Iteration 183 (approx. per word bound = -3.942, relative change = 4.124e-05)
## ....................................................................................................
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## Completing Iteration 184 (approx. per word bound = -3.942, relative change = 4.506e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 185 (approx. per word bound = -3.942, relative change = 4.388e-05)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: turkey, kill, nine, guerrilla, intensifi
## Topic 10: soldier, turk, six, terörist, etkisiz
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, conflict, --, guerrilla
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 186 (approx. per word bound = -3.941, relative change = 4.241e-05)
## ....................................................................................................
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## Completing Iteration 187 (approx. per word bound = -3.941, relative change = 4.334e-05)
## ....................................................................................................
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## Completing Iteration 188 (approx. per word bound = -3.941, relative change = 4.364e-05)
## ....................................................................................................
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## Completing Iteration 189 (approx. per word bound = -3.941, relative change = 4.477e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 190 (approx. per word bound = -3.941, relative change = 4.631e-05)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, raid, lose, eighteen, sweep
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: turkey, kill, nine, guerrilla, intensifi
## Topic 10: soldier, turk, six, terörist, etkisiz
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, conflict, --, guerrilla
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 191 (approx. per word bound = -3.940, relative change = 5.296e-05)
## ....................................................................................................
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## Completing Iteration 192 (approx. per word bound = -3.940, relative change = 6.889e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 193 (approx. per word bound = -3.940, relative change = 9.189e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 194 (approx. per word bound = -3.939, relative change = 1.029e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 195 (approx. per word bound = -3.939, relative change = 9.136e-05)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, raid, lose, eighteen, troop
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: turkey, kill, nine, guerrilla, intensifi
## Topic 10: soldier, turk, six, terörist, etkisiz
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, conflict, --, guerrilla
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 196 (approx. per word bound = -3.939, relative change = 6.798e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 197 (approx. per word bound = -3.939, relative change = 5.266e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 198 (approx. per word bound = -3.938, relative change = 4.837e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 199 (approx. per word bound = -3.938, relative change = 4.691e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 200 (approx. per word bound = -3.938, relative change = 4.598e-05)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, troop, raid, lose, eighteen
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: turkey, kill, nine, guerrilla, intensifi
## Topic 10: soldier, turk, six, terörist, etkisiz
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, conflict, --, guerrilla
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 201 (approx. per word bound = -3.938, relative change = 4.539e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 202 (approx. per word bound = -3.938, relative change = 4.438e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 203 (approx. per word bound = -3.938, relative change = 4.431e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 204 (approx. per word bound = -3.937, relative change = 4.490e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 205 (approx. per word bound = -3.937, relative change = 4.244e-05)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, troop, raid, lose, eighteen
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: turkey, kill, nine, intensifi, guerrilla
## Topic 10: soldier, turk, six, terörist, etkisiz
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, conflict, guerrilla, --
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 206 (approx. per word bound = -3.937, relative change = 4.072e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 207 (approx. per word bound = -3.937, relative change = 4.060e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 208 (approx. per word bound = -3.937, relative change = 4.183e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 209 (approx. per word bound = -3.937, relative change = 4.448e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 210 (approx. per word bound = -3.936, relative change = 4.650e-05)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, troop, raid, lose, eighteen
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: turkey, kill, nine, intensifi, guerrilla
## Topic 10: soldier, turk, six, terörist, etkisiz
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, conflict, guerrilla, --
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 211 (approx. per word bound = -3.936, relative change = 4.528e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 212 (approx. per word bound = -3.936, relative change = 4.440e-05)
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## Completed E-Step (0 seconds).
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## Completing Iteration 213 (approx. per word bound = -3.936, relative change = 4.440e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 214 (approx. per word bound = -3.936, relative change = 4.504e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 215 (approx. per word bound = -3.935, relative change = 4.630e-05)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, troop, raid, lose, eighteen
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: turkey, kill, nine, intensifi, guerrilla
## Topic 10: soldier, turk, six, terörist, etkisiz
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, conflict, guerrilla, --
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 216 (approx. per word bound = -3.935, relative change = 4.692e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 217 (approx. per word bound = -3.935, relative change = 4.788e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 218 (approx. per word bound = -3.935, relative change = 4.920e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 219 (approx. per word bound = -3.935, relative change = 5.050e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 220 (approx. per word bound = -3.934, relative change = 5.133e-05)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, troop, raid, lose, eighteen
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: turkey, kill, nine, intensifi, focus-clash
## Topic 10: soldier, turk, six, terörist, etkisiz
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, conflict, guerrilla, --
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 221 (approx. per word bound = -3.934, relative change = 5.327e-05)
## ....................................................................................................
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## Completing Iteration 222 (approx. per word bound = -3.934, relative change = 5.358e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 223 (approx. per word bound = -3.934, relative change = 5.352e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
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## Completing Iteration 224 (approx. per word bound = -3.934, relative change = 5.391e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 225 (approx. per word bound = -3.933, relative change = 5.468e-05)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, troop, raid, lose, eighteen
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: troop, violenc, eight, four, roj
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: turkey, kill, nine, intensifi, focus-clash
## Topic 10: soldier, turk, six, terörist, etkisiz
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, conflict, kurdish, guerrilla
## Topic 15: rebel, turkish, kill, seven, day
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 226 (approx. per word bound = -3.933, relative change = 5.737e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 227 (approx. per word bound = -3.933, relative change = 6.256e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
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## Completing Iteration 228 (approx. per word bound = -3.933, relative change = 6.740e-05)
## ....................................................................................................
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## Completing Iteration 229 (approx. per word bound = -3.932, relative change = 6.309e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 230 (approx. per word bound = -3.932, relative change = 5.918e-05)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, troop, raid, lose, sweep
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: troop, violenc, eight, four, kurdish
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: turkey, kill, nine, intensifi, focus-clash
## Topic 10: soldier, turk, six, terörist, etkisiz
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, conflict, kurdish, guerrilla
## Topic 15: rebel, turkish, kill, seven, nine
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 231 (approx. per word bound = -3.932, relative change = 6.109e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 232 (approx. per word bound = -3.932, relative change = 7.046e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 233 (approx. per word bound = -3.931, relative change = 7.855e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 234 (approx. per word bound = -3.931, relative change = 7.077e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 235 (approx. per word bound = -3.931, relative change = 6.696e-05)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, troop, raid, lose, sweep
## Topic 3: forc, dozen, late, rojda, black
## Topic 4: violenc, troop, eight, kurdish, four
## Topic 5: peopl, --, defens, politika, ozgur
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: turkey, kill, nine, intensifi, focus-clash
## Topic 10: soldier, turk, six, terörist, etkisiz
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, dead, kurdish, conflict, turkey
## Topic 15: rebel, turkish, kill, seven, nine
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 236 (approx. per word bound = -3.931, relative change = 6.645e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 237 (approx. per word bound = -3.930, relative change = 6.776e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 238 (approx. per word bound = -3.930, relative change = 6.748e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 239 (approx. per word bound = -3.930, relative change = 6.832e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 240 (approx. per word bound = -3.930, relative change = 6.738e-05)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, troop, raid, lose, sweep
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: violenc, kurdish, troop, eight, four
## Topic 5: peopl, --, defens, politika, forc
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: turkey, kill, nine, intensifi, focus-clash
## Topic 10: soldier, turk, six, terörist, etkisiz
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, kurdish, soldier, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, turkey, kurdish, dead, conflict
## Topic 15: rebel, turkish, kill, seven, ambush
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 241 (approx. per word bound = -3.929, relative change = 7.042e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 242 (approx. per word bound = -3.929, relative change = 7.131e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 243 (approx. per word bound = -3.929, relative change = 6.622e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 244 (approx. per word bound = -3.928, relative change = 6.569e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 245 (approx. per word bound = -3.928, relative change = 6.554e-05)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, troop, raid, lose, sweep
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: kurdish, violenc, eight, troop, four
## Topic 5: peopl, --, defens, forc, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: turkey, kill, nine, intensifi, focus-clash
## Topic 10: soldier, turk, six, terörist, etkisiz
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, soldier, kurdish, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, turkey, kurdish, dead, conflict
## Topic 15: rebel, turkish, kill, seven, ambush
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 246 (approx. per word bound = -3.928, relative change = 5.870e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 247 (approx. per word bound = -3.928, relative change = 5.660e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 248 (approx. per word bound = -3.928, relative change = 4.996e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 249 (approx. per word bound = -3.927, relative change = 4.520e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 250 (approx. per word bound = -3.927, relative change = 4.083e-05)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, troop, raid, lose, sweep
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: kurdish, violenc, eight, troop, four
## Topic 5: peopl, --, defens, forc, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: kill, turkey, nine, intensifi, focus-clash
## Topic 10: soldier, turk, six, terörist, etkisiz
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, soldier, kurdish, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, turkey, kurdish, dead, conflict
## Topic 15: rebel, turkish, kill, seven, ambush
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 251 (approx. per word bound = -3.927, relative change = 3.757e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 252 (approx. per word bound = -3.927, relative change = 3.493e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 253 (approx. per word bound = -3.927, relative change = 3.308e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 254 (approx. per word bound = -3.927, relative change = 3.110e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 255 (approx. per word bound = -3.927, relative change = 3.467e-05)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, troop, raid, lose, sweep
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: kurdish, violenc, eight, four, roj
## Topic 5: peopl, --, defens, forc, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: kill, turkey, nine, intensifi, focus-clash
## Topic 10: soldier, turk, six, terörist, etkisiz
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, soldier, kurdish, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, turkey, kurdish, dead, conflict
## Topic 15: rebel, turkish, kill, seven, ambush
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 256 (approx. per word bound = -3.926, relative change = 4.505e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 257 (approx. per word bound = -3.926, relative change = 3.514e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 258 (approx. per word bound = -3.926, relative change = 2.030e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 259 (approx. per word bound = -3.926, relative change = 1.933e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 260 (approx. per word bound = -3.926, relative change = 1.879e-05)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, troop, raid, lose, sweep
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: kurdish, violenc, eight, four, roj
## Topic 5: peopl, --, defens, forc, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: kill, turkey, nine, intensifi, focus-clash
## Topic 10: soldier, turk, six, terörist, etkisiz
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, soldier, kurdish, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, turkey, kurdish, dead, conflict
## Topic 15: rebel, turkish, kill, seven, ambush
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 261 (approx. per word bound = -3.926, relative change = 1.790e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 262 (approx. per word bound = -3.926, relative change = 1.746e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 263 (approx. per word bound = -3.926, relative change = 1.688e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 264 (approx. per word bound = -3.926, relative change = 1.712e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 265 (approx. per word bound = -3.926, relative change = 1.774e-05)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, troop, raid, lose, sweep
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: kurdish, violenc, eight, roj, four
## Topic 5: peopl, --, defens, forc, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: kill, turkey, nine, intensifi, focus-clash
## Topic 10: soldier, turk, six, terörist, etkisiz
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, soldier, kurdish, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, turkey, kurdish, dead, conflict
## Topic 15: rebel, turkish, kill, seven, ambush
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 266 (approx. per word bound = -3.926, relative change = 1.852e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 267 (approx. per word bound = -3.925, relative change = 1.857e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 268 (approx. per word bound = -3.925, relative change = 1.837e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 269 (approx. per word bound = -3.925, relative change = 1.872e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 270 (approx. per word bound = -3.925, relative change = 1.969e-05)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, troop, raid, lose, sweep
## Topic 3: forc, dozen, late, self, black
## Topic 4: kurdish, violenc, eight, roj, four
## Topic 5: peopl, --, defens, forc, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: kill, turkey, nine, intensifi, focus-clash
## Topic 10: soldier, turk, terörist, etkisiz, six
## Topic 11: clash, two, kill, eur, fight
## Topic 12: --, soldier, kurdish, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, turkey, kurdish, dead, conflict
## Topic 15: rebel, turkish, kill, seven, ambush
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 271 (approx. per word bound = -3.925, relative change = 2.062e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 272 (approx. per word bound = -3.925, relative change = 2.435e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 273 (approx. per word bound = -3.925, relative change = 2.816e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 274 (approx. per word bound = -3.925, relative change = 2.823e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 275 (approx. per word bound = -3.925, relative change = 2.703e-05)
## Topic 1: r, kurdish, die, five, guerrilla
## Topic 2: kurd, troop, raid, lose, sweep
## Topic 3: forc, dozen, late, self, black
## Topic 4: kurdish, violenc, eight, roj, four
## Topic 5: peopl, --, defens, forc, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: kill, turkey, nine, intensifi, focus-clash
## Topic 10: soldier, turk, terörist, etkisiz, hale
## Topic 11: clash, two, kill, eur, five
## Topic 12: --, soldier, kurdish, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, turkey, kurdish, dead, conflict
## Topic 15: rebel, turkish, kill, seven, ambush
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 276 (approx. per word bound = -3.925, relative change = 2.402e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 277 (approx. per word bound = -3.925, relative change = 2.060e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 278 (approx. per word bound = -3.925, relative change = 1.850e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 279 (approx. per word bound = -3.924, relative change = 1.803e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 280 (approx. per word bound = -3.924, relative change = 1.834e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, troop, raid, lose, sweep
## Topic 3: forc, dozen, late, self, black
## Topic 4: kurdish, violenc, eight, roj, kurdish-rel
## Topic 5: peopl, --, defens, forc, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: kill, turkey, nine, intensifi, focus-clash
## Topic 10: soldier, turk, terörist, etkisiz, hale
## Topic 11: clash, two, kill, eur, five
## Topic 12: --, soldier, kurdish, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, kurdish, turkey, dead, conflict
## Topic 15: rebel, turkish, kill, seven, nine
## Topic 16: attack, turkish, pkk, bomb, polic
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 281 (approx. per word bound = -3.924, relative change = 1.905e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 282 (approx. per word bound = -3.924, relative change = 1.938e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 283 (approx. per word bound = -3.924, relative change = 1.690e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 284 (approx. per word bound = -3.924, relative change = 1.322e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 285 (approx. per word bound = -3.924, relative change = 1.183e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, troop, raid, lose, sweep
## Topic 3: forc, dozen, late, self, black
## Topic 4: kurdish, violenc, eight, roj, seven
## Topic 5: peopl, --, defens, forc, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: kill, turkey, nine, intensifi, focus-clash
## Topic 10: soldier, turk, terörist, etkisiz, hale
## Topic 11: clash, two, kill, five, eur
## Topic 12: --, soldier, kurdish, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, kurdish, turkey, dead, conflict
## Topic 15: rebel, turkish, kill, seven, nine
## Topic 16: attack, turkish, pkk, bomb, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 286 (approx. per word bound = -3.924, relative change = 1.206e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 287 (approx. per word bound = -3.924, relative change = 1.285e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 288 (approx. per word bound = -3.924, relative change = 1.448e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 289 (approx. per word bound = -3.924, relative change = 1.579e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 290 (approx. per word bound = -3.924, relative change = 1.824e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, troop, raid, lose, sweep
## Topic 3: forc, dozen, late, self, black
## Topic 4: kurdish, violenc, eight, roj, seven
## Topic 5: peopl, --, defens, forc, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: kill, turkey, nine, intensifi, focus-clash
## Topic 10: soldier, turk, terörist, etkisiz, hale
## Topic 11: clash, two, kill, five, eur
## Topic 12: --, soldier, kurdish, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, kurdish, turkey, dead, conflict
## Topic 15: rebel, turkish, kill, seven, nine
## Topic 16: attack, turkish, pkk, bomb, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 291 (approx. per word bound = -3.924, relative change = 1.971e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 292 (approx. per word bound = -3.924, relative change = 1.764e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 293 (approx. per word bound = -3.924, relative change = 1.412e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 294 (approx. per word bound = -3.924, relative change = 1.310e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 295 (approx. per word bound = -3.923, relative change = 1.340e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, troop, raid, lose, sweep
## Topic 3: forc, dozen, late, self, black
## Topic 4: kurdish, violenc, eight, roj, seven
## Topic 5: peopl, --, defens, forc, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: kill, turkey, nine, intensifi, focus-clash
## Topic 10: soldier, turk, terörist, etkisiz, hale
## Topic 11: clash, two, kill, five, eur
## Topic 12: --, soldier, kurdish, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, kurdish, turkey, dead, conflict
## Topic 15: rebel, turkish, kill, seven, nine
## Topic 16: attack, turkish, pkk, bomb, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 296 (approx. per word bound = -3.923, relative change = 1.384e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 297 (approx. per word bound = -3.923, relative change = 1.439e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 298 (approx. per word bound = -3.923, relative change = 1.466e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 299 (approx. per word bound = -3.923, relative change = 1.586e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 300 (approx. per word bound = -3.923, relative change = 1.574e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, troop, raid, lose, sweep
## Topic 3: forc, dozen, late, self, black
## Topic 4: kurdish, violenc, eight, seven, roj
## Topic 5: peopl, --, defens, forc, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: kill, turkey, nine, intensifi, focus-clash
## Topic 10: soldier, turk, terörist, etkisiz, hale
## Topic 11: clash, two, kill, five, eur
## Topic 12: --, soldier, kurdish, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, kurdish, turkey, dead, conflict
## Topic 15: rebel, turkish, kill, seven, nine
## Topic 16: attack, turkish, pkk, bomb, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 301 (approx. per word bound = -3.923, relative change = 1.697e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 302 (approx. per word bound = -3.923, relative change = 1.834e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 303 (approx. per word bound = -3.923, relative change = 1.960e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 304 (approx. per word bound = -3.923, relative change = 2.111e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 305 (approx. per word bound = -3.923, relative change = 1.980e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, troop, raid, lose, sweep
## Topic 3: forc, dozen, late, self, black
## Topic 4: kurdish, violenc, eight, seven, roj
## Topic 5: peopl, --, defens, forc, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: kill, turkey, nine, intensifi, focus-clash
## Topic 10: soldier, turk, terörist, etkisiz, hale
## Topic 11: clash, two, kill, five, eur
## Topic 12: --, soldier, kurdish, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, kurdish, turkey, dead, conflict
## Topic 15: rebel, turkish, kill, seven, nine
## Topic 16: attack, turkish, pkk, bomb, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 306 (approx. per word bound = -3.923, relative change = 1.683e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 307 (approx. per word bound = -3.923, relative change = 1.564e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 308 (approx. per word bound = -3.923, relative change = 1.472e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 309 (approx. per word bound = -3.923, relative change = 1.401e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 310 (approx. per word bound = -3.922, relative change = 1.345e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, troop, raid, lose, sweep
## Topic 3: forc, dozen, late, self, black
## Topic 4: kurdish, violenc, eight, seven, roj
## Topic 5: peopl, --, defens, forc, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: kill, turkey, nine, intensifi, focus-clash
## Topic 10: soldier, turk, terörist, etkisiz, hale
## Topic 11: clash, two, kill, five, six
## Topic 12: --, soldier, kurdish, european, turkey
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, kurdish, turkey, dead, conflict
## Topic 15: rebel, turkish, kill, seven, nine
## Topic 16: attack, turkish, pkk, bomb, four
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 311 (approx. per word bound = -3.922, relative change = 1.255e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 312 (approx. per word bound = -3.922, relative change = 1.278e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 313 (approx. per word bound = -3.922, relative change = 1.328e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 314 (approx. per word bound = -3.922, relative change = 1.453e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 315 (approx. per word bound = -3.922, relative change = 1.486e-05)
## Topic 1: r, kurdish, die, guerrilla, five
## Topic 2: kurd, troop, raid, lose, sweep
## Topic 3: forc, dozen, late, black, rojda
## Topic 4: kurdish, violenc, eight, seven, roj
## Topic 5: peopl, --, defens, forc, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: --, turkish, milit, kill, iraq
## Topic 8: three, offici, civilian, near, border
## Topic 9: kill, turkey, nine, intensifi, focus-clash
## Topic 10: soldier, turk, terörist, etkisiz, hale
## Topic 11: clash, two, kill, five, six
## Topic 12: --, soldier, kurdish, european, kill
## Topic 13: --, defens, people’, forc, terrorist
## Topic 14: say, kurdish, turkey, dead, conflict
## Topic 15: rebel, turkish, kill, seven, nine
## Topic 16: attack, turkish, pkk, bomb, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 316 (approx. per word bound = -3.922, relative change = 1.533e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 317 (approx. per word bound = -3.922, relative change = 1.385e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 318 (approx. per word bound = -3.922, relative change = 1.255e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## .................
## Recovering initialization...
## ..................
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -5.155)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.791, relative change = 7.067e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.579, relative change = 4.428e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.450, relative change = 2.808e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.366, relative change = 1.883e-02)
## Topic 1: european, five, jun, wound, captur
## Topic 2: kill, kurd, troop, dead, guerrilla
## Topic 3: people’, forc, se, dow, getirildi
## Topic 4: say, violenc, kurdish, roj, kurdish-link
## Topic 5: --, peopl, iraqi, target, middl
## Topic 6: turkish, ankara, terrorist, _f, politika
## Topic 7: --, polic, turkish, four, offici
## Topic 8: --, turkish, pkk, iraq, strike
## Topic 9: rebel, clash, two, milit, f
## Topic 10: r, four, sep, turk, peopl
## Topic 11: soldier, --, eur, eleven, mine
## Topic 12: defens, --, turkey, peopl, view
## Topic 13: turkey, bomb, pkk, militari, blast
## Topic 14: turkey, kurdish, r, one, seven
## Topic 15: secur, three, forc, air, member
## Topic 16: forc, --, terörist, etkisiz, turk
## Topic 17: attack, --, armi, seven, mon
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.301, relative change = 1.488e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.248, relative change = 1.242e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.205, relative change = 1.003e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.175, relative change = 7.275e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.150, relative change = 5.922e-03)
## Topic 1: european, five, jun, wound, captur
## Topic 2: kill, kurd, troop, dead, guerrilla
## Topic 3: people’, forc, se, dow, anadolu
## Topic 4: say, violenc, roj, kurdish, kurdish-rel
## Topic 5: --, iraqi, target, politika, middl
## Topic 6: turkish, ankara, terrorist, _f, apr
## Topic 7: --, polic, four, turkish, offici
## Topic 8: --, turkish, pkk, milit, iraq
## Topic 9: rebel, clash, two, anatolia, f
## Topic 10: r, four, sep, turk, peopl
## Topic 11: soldier, --, eur, eleven, mine
## Topic 12: defens, --, peopl, forc, view
## Topic 13: bomb, militari, turkey, blast, pkk
## Topic 14: turkey, kurdish, one, seven, villag
## Topic 15: secur, forc, three, member, air
## Topic 16: forc, --, turk, terörist, etkisiz
## Topic 17: --, attack, armi, mon, policeman
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.129, relative change = 5.067e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.112, relative change = 4.052e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.098, relative change = 3.597e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.085, relative change = 3.121e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.073, relative change = 2.792e-03)
## Topic 1: european, five, wound, jun, captur
## Topic 2: kill, kurd, troop, dead, guerrilla
## Topic 3: people’, forc, se, full, profil
## Topic 4: say, violenc, roj, kurdish, kurdish-rel
## Topic 5: --, target, politika, middl, ozgur
## Topic 6: turkish, ankara, terrorist, f, _f
## Topic 7: --, four, polic, turkish, offici
## Topic 8: turkish, --, pkk, milit, kill
## Topic 9: rebel, clash, two, anatolia, eight
## Topic 10: r, four, turk, sep, peopl
## Topic 11: soldier, --, eur, eleven, kill
## Topic 12: defens, --, forc, peopl, view
## Topic 13: bomb, militari, blast, turkey, car
## Topic 14: turkey, kurdish, seven, one, villag
## Topic 15: secur, forc, three, member, sep
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, attack, armi, least, mon
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.064, relative change = 2.332e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.056, relative change = 2.009e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.048, relative change = 1.881e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.041, relative change = 1.707e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.035, relative change = 1.574e-03)
## Topic 1: european, five, wound, captur, twelv
## Topic 2: kill, kurd, troop, dead, guerrilla
## Topic 3: people’, forc, full, se, profil
## Topic 4: say, violenc, roj, kurdish, kurdish-rel
## Topic 5: --, politika, middl, ozgur, target
## Topic 6: turkish, ankara, terrorist, f, jun
## Topic 7: four, polic, turkish, offic, offici
## Topic 8: turkish, --, kill, pkk, milit
## Topic 9: rebel, clash, two, anatolia, eight
## Topic 10: r, four, turk, peopl, insurg
## Topic 11: soldier, turkish, --, two, kill
## Topic 12: defens, --, forc, peopl, view
## Topic 13: bomb, militari, blast, turkey, car
## Topic 14: turkey, kurdish, seven, villag, one
## Topic 15: secur, forc, three, member, sirnak
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, attack, armi, least, mon
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.029, relative change = 1.547e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.023, relative change = 1.499e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.017, relative change = 1.359e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.012, relative change = 1.212e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.008, relative change = 1.100e-03)
## Topic 1: european, five, wound, captur, twelv
## Topic 2: kill, kurd, troop, dead, guerrilla
## Topic 3: people’, forc, view, full, profil
## Topic 4: say, violenc, roj, kurdish, kurdish-rel
## Topic 5: politika, middl, ozgur, --, target
## Topic 6: turkish, ankara, terrorist, f, jun
## Topic 7: four, polic, turkish, offic, offici
## Topic 8: turkish, --, kill, pkk, milit
## Topic 9: rebel, clash, anatolia, two, eight
## Topic 10: r, turk, peopl, insurg, sixteen
## Topic 11: soldier, turkish, two, one, kill
## Topic 12: defens, --, forc, peopl, muham
## Topic 13: bomb, blast, turkey, pkk, car
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: secur, forc, three, member, separatist
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, attack, armi, mon, least
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.004, relative change = 1.013e-03)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.000, relative change = 1.011e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -3.996, relative change = 9.613e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -3.993, relative change = 7.966e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -3.990, relative change = 7.673e-04)
## Topic 1: european, five, wound, provinc, twelv
## Topic 2: kill, kurd, troop, dead, guerrilla
## Topic 3: people’, forc, view, full, profil
## Topic 4: say, violenc, kurdish, roj, kurdish-rel
## Topic 5: politika, middl, ozgur, --, target
## Topic 6: turkish, ankara, terrorist, f, clash
## Topic 7: four, polic, turkish, offic, offici
## Topic 8: turkish, --, kill, milit, pkk
## Topic 9: rebel, clash, anatolia, eight, six
## Topic 10: r, turk, peopl, die, insurg
## Topic 11: soldier, turkish, two, one, kill
## Topic 12: defens, --, forc, peopl, muham
## Topic 13: bomb, blast, turkey, pkk, dead
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: secur, forc, three, member, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, attack, armi, mon, policeman
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -3.986, relative change = 7.743e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -3.984, relative change = 7.182e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -3.981, relative change = 6.370e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -3.979, relative change = 6.129e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -3.976, relative change = 5.387e-04)
## Topic 1: european, five, wound, provinc, ambush
## Topic 2: kill, kurd, troop, dead, guerrilla
## Topic 3: people’, forc, view, --, full
## Topic 4: say, violenc, kurdish, roj, kurdish-rel
## Topic 5: politika, middl, ozgur, --, target
## Topic 6: turkish, ankara, terrorist, f, clash
## Topic 7: four, polic, turkish, offic, offici
## Topic 8: --, turkish, kill, milit, pkk
## Topic 9: rebel, clash, anatolia, eight, six
## Topic 10: r, turk, peopl, die, sixteen
## Topic 11: soldier, turkish, two, kill, one
## Topic 12: defens, --, forc, peopl, muham
## Topic 13: bomb, blast, turkey, pkk, dead
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: forc, secur, three, member, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, attack, armi, kill, mon
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -3.974, relative change = 5.149e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -3.972, relative change = 5.134e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -3.970, relative change = 5.036e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -3.968, relative change = 5.063e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -3.966, relative change = 5.338e-04)
## Topic 1: european, five, wound, provinc, ambush
## Topic 2: kill, kurd, troop, dead, guerrilla
## Topic 3: people’, forc, --, defens, view
## Topic 4: say, violenc, kurdish, roj, kurdish-rel
## Topic 5: politika, middl, ozgur, --, target
## Topic 6: turkish, ankara, terrorist, f, clash
## Topic 7: four, polic, turkish, offic, offici
## Topic 8: --, turkish, kill, milit, pkk
## Topic 9: rebel, clash, anatolia, eight, six
## Topic 10: r, turk, die, peopl, sixteen
## Topic 11: soldier, turkish, two, kill, one
## Topic 12: defens, --, forc, peopl, muham
## Topic 13: bomb, blast, turkey, pkk, dead
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: forc, secur, three, member, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, attack, armi, kill, mon
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -3.964, relative change = 5.784e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -3.962, relative change = 6.196e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -3.959, relative change = 6.627e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -3.956, relative change = 6.981e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.954, relative change = 5.844e-04)
## Topic 1: european, five, wound, provinc, ambush
## Topic 2: kill, kurd, troop, dead, guerrilla
## Topic 3: people’, forc, --, defens, view
## Topic 4: say, violenc, kurdish, roj, kurdish-rel
## Topic 5: politika, middl, ozgur, --, target
## Topic 6: turkish, ankara, terrorist, f, clash
## Topic 7: four, polic, offic, turkish, offici
## Topic 8: --, turkish, milit, kill, pkk
## Topic 9: rebel, clash, eight, six, anatolia
## Topic 10: r, turk, die, peopl, sixteen
## Topic 11: soldier, turkish, two, kill, one
## Topic 12: defens, --, forc, peopl, muham
## Topic 13: bomb, blast, turkey, pkk, dead
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: forc, secur, three, kill, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, attack, armi, kill, mon
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -3.952, relative change = 5.665e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -3.949, relative change = 5.572e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -3.947, relative change = 5.573e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -3.945, relative change = 5.413e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.943, relative change = 5.500e-04)
## Topic 1: european, five, wound, provinc, turkish
## Topic 2: kill, kurd, troop, dead, guerrilla
## Topic 3: people’, forc, --, defens, view
## Topic 4: say, violenc, kurdish, roj, kurdish-rel
## Topic 5: --, politika, middl, ozgur, target
## Topic 6: turkish, ankara, terrorist, f, clash
## Topic 7: four, polic, offic, turkish, pkk
## Topic 8: --, turkish, milit, kill, pkk
## Topic 9: rebel, clash, eight, six, conflict
## Topic 10: r, turk, die, peopl, sixteen
## Topic 11: soldier, turkish, two, kill, one
## Topic 12: defens, --, forc, peopl, cudi
## Topic 13: bomb, blast, turkey, pkk, dead
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: forc, secur, three, kill, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, attack, armi, kill, mon
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -3.941, relative change = 4.792e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -3.939, relative change = 4.616e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -3.937, relative change = 4.259e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -3.936, relative change = 3.929e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -3.935, relative change = 3.391e-04)
## Topic 1: european, five, turkish, wound, provinc
## Topic 2: kill, kurd, troop, dead, guerrilla
## Topic 3: people’, --, forc, defens, view
## Topic 4: say, violenc, kurdish, conflict, guerrilla
## Topic 5: --, politika, middl, ozgur, target
## Topic 6: turkish, ankara, terrorist, f, anatolia
## Topic 7: four, polic, offic, pkk, turkish
## Topic 8: milit, --, turkish, kill, pkk
## Topic 9: rebel, clash, eight, six, nine
## Topic 10: r, turk, die, peopl, attack
## Topic 11: soldier, turkish, two, kill, one
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, blast, pkk, wound
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: forc, secur, three, kill, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, attack, kill, armi, mon
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -3.933, relative change = 3.081e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -3.932, relative change = 2.959e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -3.931, relative change = 2.851e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -3.930, relative change = 2.788e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -3.929, relative change = 2.707e-04)
## Topic 1: european, five, turkish, provinc, wound
## Topic 2: kill, kurd, troop, dead, guerrilla
## Topic 3: people’, --, forc, defens, view
## Topic 4: say, violenc, conflict, kurdish, guerrilla
## Topic 5: --, politika, middl, ozgur, target
## Topic 6: turkish, ankara, terrorist, f, anatolia
## Topic 7: four, polic, offic, pkk, offici
## Topic 8: milit, turkish, --, kill, pkk
## Topic 9: rebel, clash, eight, six, nine
## Topic 10: r, turk, die, peopl, attack
## Topic 11: soldier, turkish, two, kill, one
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, blast, wound, pkk
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: forc, secur, three, kill, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, attack, kill, armi, mon
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -3.928, relative change = 2.235e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -3.927, relative change = 2.420e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -3.926, relative change = 3.535e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -3.924, relative change = 3.590e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -3.924, relative change = 1.999e-04)
## Topic 1: european, five, turkish, provinc, wound
## Topic 2: kill, kurd, troop, dead, guerrilla
## Topic 3: --, people’, forc, defens, view
## Topic 4: say, violenc, conflict, kurdish, guerrilla
## Topic 5: --, politika, middl, ozgur, target
## Topic 6: turkish, ankara, terrorist, f, kill
## Topic 7: four, polic, pkk, offic, offici
## Topic 8: milit, turkish, --, kill, pkk
## Topic 9: rebel, clash, eight, six, nine
## Topic 10: r, die, turk, peopl, insurg
## Topic 11: soldier, turkish, two, kill, one
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, blast, wound, pkk
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: secur, forc, three, kill, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, attack, armi, mon
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -3.923, relative change = 2.063e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -3.922, relative change = 2.085e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -3.921, relative change = 1.658e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -3.921, relative change = 1.719e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.920, relative change = 1.622e-04)
## Topic 1: european, five, turkish, provinc, wound
## Topic 2: kill, kurd, troop, dead, guerrilla
## Topic 3: --, forc, people’, defens, view
## Topic 4: say, violenc, conflict, kurdish, guerrilla
## Topic 5: --, politika, target, middl, ozgur
## Topic 6: turkish, ankara, terrorist, kill, f
## Topic 7: four, polic, attack, pkk, offic
## Topic 8: milit, turkish, --, kill, pkk
## Topic 9: rebel, clash, eight, six, nine
## Topic 10: r, die, turk, peopl, insurg
## Topic 11: soldier, turkish, two, kill, one
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, blast, wound, pkk
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: secur, forc, three, kill, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, attack, armi, mon
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -3.920, relative change = 9.240e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -3.919, relative change = 8.385e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -3.919, relative change = 8.224e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -3.919, relative change = 9.765e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -3.918, relative change = 1.325e-04)
## Topic 1: european, five, turkish, provinc, policeman
## Topic 2: kill, kurd, troop, dead, guerrilla
## Topic 3: --, forc, people’, defens, view
## Topic 4: say, violenc, kurdish, conflict, guerrilla
## Topic 5: --, armi, target, politika, middl
## Topic 6: turkish, ankara, terrorist, kill, f
## Topic 7: four, polic, attack, pkk, offic
## Topic 8: milit, turkish, --, pkk, kill
## Topic 9: rebel, clash, eight, six, nine
## Topic 10: r, die, turk, peopl, insurg
## Topic 11: soldier, turkish, two, kill, one
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, blast, wound, pkk
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: secur, forc, three, kill, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, attack, armi, mon
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -3.918, relative change = 8.008e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -3.917, relative change = 7.848e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -3.917, relative change = 7.765e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -3.917, relative change = 7.645e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -3.917, relative change = 7.459e-05)
## Topic 1: european, five, turkish, provinc, policeman
## Topic 2: kill, kurd, troop, dead, guerrilla
## Topic 3: --, forc, people’, defens, view
## Topic 4: say, violenc, kurdish, conflict, guerrilla
## Topic 5: --, armi, target, kurdish, politika
## Topic 6: turkish, ankara, terrorist, kill, f
## Topic 7: four, attack, polic, pkk, offic
## Topic 8: milit, turkish, --, pkk, kill
## Topic 9: rebel, clash, eight, six, fight
## Topic 10: r, die, turk, peopl, insurg
## Topic 11: soldier, turkish, two, kill, one
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, blast, wound, pkk
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: secur, forc, three, kill, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, attack, armi, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -3.916, relative change = 7.426e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 82 (approx. per word bound = -3.916, relative change = 7.474e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 83 (approx. per word bound = -3.916, relative change = 7.647e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 84 (approx. per word bound = -3.915, relative change = 7.719e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -3.915, relative change = 8.196e-05)
## Topic 1: european, five, turkish, provinc, policeman
## Topic 2: kill, kurd, troop, dead, guerrilla
## Topic 3: --, forc, people’, defens, view
## Topic 4: say, violenc, kurdish, guerrilla, conflict
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: turkish, ankara, terrorist, kill, f
## Topic 7: four, attack, polic, pkk, offic
## Topic 8: milit, turkish, --, pkk, kill
## Topic 9: rebel, clash, eight, six, fight
## Topic 10: r, die, turk, peopl, insurg
## Topic 11: soldier, turkish, two, kill, one
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, blast, wound, pkk
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: secur, forc, three, kill, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, attack, armi, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 86 (approx. per word bound = -3.915, relative change = 9.080e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 87 (approx. per word bound = -3.914, relative change = 7.506e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 88 (approx. per word bound = -3.914, relative change = 7.293e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 89 (approx. per word bound = -3.914, relative change = 7.154e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 90 (approx. per word bound = -3.913, relative change = 7.750e-05)
## Topic 1: european, five, turkish, provinc, policeman
## Topic 2: kill, kurd, troop, dead, offens
## Topic 3: --, forc, people’, defens, view
## Topic 4: say, violenc, kurdish, guerrilla, conflict
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: turkish, ankara, terrorist, kill, f
## Topic 7: four, attack, polic, pkk, offic
## Topic 8: milit, turkish, --, pkk, kill
## Topic 9: rebel, clash, eight, six, fight
## Topic 10: r, die, turk, peopl, insurg
## Topic 11: soldier, turkish, two, kill, one
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, blast, wound, pkk
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: secur, forc, three, kill, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, attack, armi, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 91 (approx. per word bound = -3.913, relative change = 8.613e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 92 (approx. per word bound = -3.913, relative change = 1.142e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 93 (approx. per word bound = -3.912, relative change = 1.248e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 94 (approx. per word bound = -3.912, relative change = 1.085e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -3.911, relative change = 9.052e-05)
## Topic 1: european, five, turkish, provinc, policeman
## Topic 2: kill, kurd, troop, dead, offens
## Topic 3: --, forc, people’, defens, view
## Topic 4: say, violenc, kurdish, guerrilla, conflict
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: turkish, ankara, terrorist, kill, f
## Topic 7: four, attack, polic, pkk, offic
## Topic 8: milit, turkish, --, pkk, kill
## Topic 9: rebel, clash, eight, six, fight
## Topic 10: r, die, turk, peopl, insurg
## Topic 11: soldier, turkish, two, one, kill
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, blast, wound, pkk
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: secur, forc, three, kill, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, attack, armi, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 96 (approx. per word bound = -3.911, relative change = 9.161e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 97 (approx. per word bound = -3.911, relative change = 9.684e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 98 (approx. per word bound = -3.910, relative change = 1.007e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 99 (approx. per word bound = -3.910, relative change = 9.837e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 100 (approx. per word bound = -3.910, relative change = 1.047e-04)
## Topic 1: turkish, five, european, provinc, policeman
## Topic 2: kill, kurd, troop, dead, offens
## Topic 3: --, forc, people’, defens, view
## Topic 4: say, violenc, kurdish, guerrilla, conflict
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: turkish, ankara, terrorist, kill, f
## Topic 7: four, attack, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, pkk
## Topic 9: rebel, clash, six, eight, fight
## Topic 10: r, die, turk, peopl, insurg
## Topic 11: soldier, turkish, two, one, kill
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, blast, wound, dead
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: secur, forc, three, kill, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, attack, clash, european
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 101 (approx. per word bound = -3.909, relative change = 1.086e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 102 (approx. per word bound = -3.909, relative change = 1.139e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 103 (approx. per word bound = -3.908, relative change = 1.223e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 104 (approx. per word bound = -3.908, relative change = 1.510e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 105 (approx. per word bound = -3.907, relative change = 1.813e-04)
## Topic 1: turkish, five, european, provinc, policeman
## Topic 2: kill, kurd, troop, dead, offens
## Topic 3: --, forc, people’, defens, view
## Topic 4: say, violenc, kurdish, turkey, guerrilla
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: turkish, ankara, terrorist, kill, f
## Topic 7: four, attack, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, pkk
## Topic 9: rebel, clash, six, eight, fight
## Topic 10: r, die, turk, peopl, insurg
## Topic 11: soldier, turkish, two, one, kill
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, blast, wound, dead
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: secur, forc, three, kill, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, attack, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 106 (approx. per word bound = -3.906, relative change = 1.624e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 107 (approx. per word bound = -3.906, relative change = 1.367e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 108 (approx. per word bound = -3.905, relative change = 1.264e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 109 (approx. per word bound = -3.905, relative change = 1.199e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 110 (approx. per word bound = -3.904, relative change = 1.261e-04)
## Topic 1: turkish, five, european, policeman, provinc
## Topic 2: kill, kurd, troop, dead, offens
## Topic 3: --, forc, people’, defens, view
## Topic 4: say, violenc, turkey, kurdish, guerrilla
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: turkish, ankara, terrorist, kill, f
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, pkk
## Topic 9: rebel, clash, six, eight, fight
## Topic 10: r, die, turk, peopl, eight
## Topic 11: soldier, turkish, two, one, kill
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, blast, wound, dead
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: secur, forc, three, kill, turkish
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, attack, clash
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 111 (approx. per word bound = -3.904, relative change = 1.271e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 112 (approx. per word bound = -3.903, relative change = 1.034e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 113 (approx. per word bound = -3.903, relative change = 8.924e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 114 (approx. per word bound = -3.903, relative change = 7.923e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 115 (approx. per word bound = -3.902, relative change = 7.351e-05)
## Topic 1: turkish, five, policeman, provinc, ambush
## Topic 2: kill, kurd, troop, dead, offens
## Topic 3: --, forc, people’, defens, view
## Topic 4: say, violenc, turkey, kurdish, guerrilla
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: turkish, ankara, terrorist, kill, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, pkk
## Topic 9: rebel, clash, six, fight, eight
## Topic 10: r, die, turk, peopl, eight
## Topic 11: soldier, turkish, two, one, kill
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, wound, blast, dead
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: secur, forc, three, turkish, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, attack
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 116 (approx. per word bound = -3.902, relative change = 7.039e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 117 (approx. per word bound = -3.902, relative change = 6.808e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 118 (approx. per word bound = -3.902, relative change = 6.657e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 119 (approx. per word bound = -3.901, relative change = 6.565e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 120 (approx. per word bound = -3.901, relative change = 6.947e-05)
## Topic 1: turkish, five, policeman, provinc, ambush
## Topic 2: kill, kurd, troop, dead, offens
## Topic 3: --, forc, people’, defens, view
## Topic 4: say, turkey, violenc, guerrilla, kurdish
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: turkish, ankara, terrorist, kill, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, pkk
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, turk, peopl, eight
## Topic 11: soldier, turkish, two, one, kill
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, wound, blast, dead
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: secur, forc, three, turkish, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, attack
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 121 (approx. per word bound = -3.901, relative change = 7.923e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 122 (approx. per word bound = -3.900, relative change = 7.521e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 123 (approx. per word bound = -3.900, relative change = 7.691e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 124 (approx. per word bound = -3.900, relative change = 5.820e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 125 (approx. per word bound = -3.900, relative change = 5.672e-05)
## Topic 1: turkish, five, policeman, provinc, ambush
## Topic 2: kill, kurd, troop, dead, offens
## Topic 3: --, forc, people’, defens, view
## Topic 4: say, turkey, violenc, guerrilla, kurdish
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: turkish, ankara, terrorist, kill, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, pkk
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, turk, peopl, eight
## Topic 11: soldier, two, turkish, one, kill
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, wound, blast, dead
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: secur, forc, three, turkish, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 126 (approx. per word bound = -3.900, relative change = 5.507e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 127 (approx. per word bound = -3.899, relative change = 5.452e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 128 (approx. per word bound = -3.899, relative change = 5.419e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 129 (approx. per word bound = -3.899, relative change = 5.929e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 130 (approx. per word bound = -3.899, relative change = 6.616e-05)
## Topic 1: turkish, five, policeman, provinc, ambush
## Topic 2: kill, kurd, troop, dead, offens
## Topic 3: --, forc, people’, defens, view
## Topic 4: say, turkey, violenc, guerrilla, conflict
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: ankara, turkish, terrorist, kill, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, pkk
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, turk, eight, peopl
## Topic 11: soldier, two, turkish, one, kill
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, wound, blast, --
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: secur, forc, three, turkish, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -3.898, relative change = 5.666e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 132 (approx. per word bound = -3.898, relative change = 5.062e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 133 (approx. per word bound = -3.898, relative change = 5.806e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 134 (approx. per word bound = -3.898, relative change = 5.080e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 135 (approx. per word bound = -3.898, relative change = 5.099e-05)
## Topic 1: turkish, five, policeman, provinc, ambush
## Topic 2: kill, kurd, troop, dead, offens
## Topic 3: --, forc, people’, defens, view
## Topic 4: say, turkey, violenc, guerrilla, conflict
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: ankara, turkish, terrorist, kill, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, pkk
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, turk, eight, peopl
## Topic 11: soldier, two, turkish, one, kill
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, wound, blast, --
## Topic 14: turkey, kurdish, seven, villag, guard
## Topic 15: secur, forc, three, turkish, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 136 (approx. per word bound = -3.897, relative change = 5.768e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 137 (approx. per word bound = -3.897, relative change = 6.362e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 138 (approx. per word bound = -3.897, relative change = 6.814e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 139 (approx. per word bound = -3.897, relative change = 7.209e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 140 (approx. per word bound = -3.896, relative change = 6.290e-05)
## Topic 1: turkish, five, policeman, provinc, ambush
## Topic 2: kill, kurd, troop, dead, offens
## Topic 3: --, forc, people’, defens, view
## Topic 4: say, turkey, violenc, guerrilla, conflict
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: ankara, turkish, terrorist, kill, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, pkk
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, turk, eight, peopl
## Topic 11: soldier, two, turkish, one, kill
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, wound, blast, --
## Topic 14: turkey, kurdish, seven, guard, villag
## Topic 15: secur, forc, turkish, three, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 141 (approx. per word bound = -3.896, relative change = 5.713e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 142 (approx. per word bound = -3.896, relative change = 5.487e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 143 (approx. per word bound = -3.896, relative change = 5.607e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 144 (approx. per word bound = -3.895, relative change = 5.340e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 145 (approx. per word bound = -3.895, relative change = 4.364e-05)
## Topic 1: turkish, five, policeman, provinc, ambush
## Topic 2: kill, kurd, troop, dead, offens
## Topic 3: --, forc, people’, defens, view
## Topic 4: say, turkey, violenc, guerrilla, conflict
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, pkk
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, turk, eight, peopl
## Topic 11: soldier, two, turkish, one, kill
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, wound, blast, --
## Topic 14: turkey, kurdish, seven, guard, villag
## Topic 15: secur, forc, turkish, three, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 146 (approx. per word bound = -3.895, relative change = 4.155e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 147 (approx. per word bound = -3.895, relative change = 4.190e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 148 (approx. per word bound = -3.895, relative change = 4.202e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 149 (approx. per word bound = -3.895, relative change = 3.757e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 150 (approx. per word bound = -3.894, relative change = 3.229e-05)
## Topic 1: turkish, five, policeman, provinc, ambush
## Topic 2: kill, kurd, troop, dead, offens
## Topic 3: --, forc, people’, defens, view
## Topic 4: say, turkey, violenc, guerrilla, kurdish
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, pkk
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, turk, eight, peopl
## Topic 11: soldier, two, turkish, one, kill
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, wound, --, blast
## Topic 14: turkey, kurdish, seven, guard, villag
## Topic 15: secur, forc, turkish, three, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 151 (approx. per word bound = -3.894, relative change = 3.788e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 152 (approx. per word bound = -3.894, relative change = 4.936e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 153 (approx. per word bound = -3.894, relative change = 4.808e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 154 (approx. per word bound = -3.894, relative change = 3.457e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 155 (approx. per word bound = -3.894, relative change = 2.927e-05)
## Topic 1: turkish, five, policeman, provinc, ambush
## Topic 2: kill, kurd, troop, dead, offens
## Topic 3: --, forc, people’, defens, view
## Topic 4: say, turkey, violenc, guerrilla, kurdish
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, eight, turk, peopl
## Topic 11: soldier, two, turkish, one, kill
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, wound, --, blast
## Topic 14: turkey, kurdish, seven, guard, villag
## Topic 15: secur, forc, turkish, three, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 156 (approx. per word bound = -3.894, relative change = 2.716e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 157 (approx. per word bound = -3.894, relative change = 2.686e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 158 (approx. per word bound = -3.893, relative change = 2.708e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 159 (approx. per word bound = -3.893, relative change = 2.891e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 160 (approx. per word bound = -3.893, relative change = 3.765e-05)
## Topic 1: turkish, five, policeman, provinc, ambush
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: say, turkey, violenc, guerrilla, kurdish
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, eight, turk, peopl
## Topic 11: soldier, two, turkish, one, kill
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, wound, --, blast
## Topic 14: turkey, kurdish, seven, guard, villag
## Topic 15: secur, forc, turkish, three, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 161 (approx. per word bound = -3.893, relative change = 6.176e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 162 (approx. per word bound = -3.893, relative change = 6.327e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 163 (approx. per word bound = -3.892, relative change = 4.891e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 164 (approx. per word bound = -3.892, relative change = 3.102e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 165 (approx. per word bound = -3.892, relative change = 3.210e-05)
## Topic 1: turkish, five, policeman, provinc, ambush
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: say, turkey, violenc, kurdish, guerrilla
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, eight, turk, peopl
## Topic 11: soldier, two, turkish, one, kill
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, wound, --, blast
## Topic 14: turkey, kurdish, seven, guard, villag
## Topic 15: turkish, secur, forc, three, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 166 (approx. per word bound = -3.892, relative change = 2.471e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 167 (approx. per word bound = -3.892, relative change = 2.189e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 168 (approx. per word bound = -3.892, relative change = 2.165e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 169 (approx. per word bound = -3.892, relative change = 2.145e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 170 (approx. per word bound = -3.892, relative change = 2.127e-05)
## Topic 1: turkish, five, policeman, provinc, ambush
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: say, turkey, violenc, kurdish, guerrilla
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, eight, turk, peopl
## Topic 11: soldier, two, turkish, one, kill
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, wound, --, blast
## Topic 14: turkey, kurdish, seven, guard, villag
## Topic 15: turkish, secur, forc, three, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 171 (approx. per word bound = -3.892, relative change = 2.152e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 172 (approx. per word bound = -3.892, relative change = 2.162e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 173 (approx. per word bound = -3.892, relative change = 2.257e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 174 (approx. per word bound = -3.891, relative change = 2.357e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 175 (approx. per word bound = -3.891, relative change = 2.599e-05)
## Topic 1: turkish, five, policeman, provinc, ambush
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, violenc, kurdish, guerrilla
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, eight, turk, peopl
## Topic 11: soldier, two, turkish, one, kill
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, wound, --, blast
## Topic 14: turkey, kurdish, seven, guard, villag
## Topic 15: turkish, secur, forc, three, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 176 (approx. per word bound = -3.891, relative change = 2.843e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 177 (approx. per word bound = -3.891, relative change = 2.841e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 178 (approx. per word bound = -3.891, relative change = 2.347e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 179 (approx. per word bound = -3.891, relative change = 2.324e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 180 (approx. per word bound = -3.891, relative change = 2.418e-05)
## Topic 1: turkish, five, policeman, provinc, ambush
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, violenc, kurdish, guerrilla
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, eight, turk, peopl
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, wound, --, blast
## Topic 14: kurdish, turkey, seven, guard, villag
## Topic 15: turkish, secur, forc, three, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 181 (approx. per word bound = -3.891, relative change = 2.431e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 182 (approx. per word bound = -3.891, relative change = 2.497e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 183 (approx. per word bound = -3.891, relative change = 2.552e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 184 (approx. per word bound = -3.890, relative change = 2.518e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 185 (approx. per word bound = -3.890, relative change = 2.424e-05)
## Topic 1: turkish, five, policeman, provinc, ambush
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, violenc, kurdish, guerrilla
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, eight, turk, peopl
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, wound, --, blast
## Topic 14: kurdish, turkey, seven, guard, villag
## Topic 15: turkish, secur, forc, three, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 186 (approx. per word bound = -3.890, relative change = 2.455e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 187 (approx. per word bound = -3.890, relative change = 2.470e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 188 (approx. per word bound = -3.890, relative change = 2.437e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 189 (approx. per word bound = -3.890, relative change = 2.340e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 190 (approx. per word bound = -3.890, relative change = 2.385e-05)
## Topic 1: turkish, five, policeman, provinc, ambush
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, violenc, kurdish, guerrilla
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, eight, turk, peopl
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, wound, --, blast
## Topic 14: kurdish, turkey, seven, guard, villag
## Topic 15: turkish, secur, forc, three, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 191 (approx. per word bound = -3.890, relative change = 2.372e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 192 (approx. per word bound = -3.890, relative change = 2.404e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 193 (approx. per word bound = -3.890, relative change = 2.373e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 194 (approx. per word bound = -3.890, relative change = 2.417e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 195 (approx. per word bound = -3.889, relative change = 2.397e-05)
## Topic 1: turkish, five, policeman, provinc, ambush
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, violenc, kurdish, guerrilla
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, eight, turk, peopl
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, wound, --, blast
## Topic 14: kurdish, turkey, seven, guard, villag
## Topic 15: turkish, secur, forc, three, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 196 (approx. per word bound = -3.889, relative change = 2.309e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 197 (approx. per word bound = -3.889, relative change = 2.260e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 198 (approx. per word bound = -3.889, relative change = 2.221e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 199 (approx. per word bound = -3.889, relative change = 2.176e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 200 (approx. per word bound = -3.889, relative change = 2.257e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, violenc, kurdish, guerrilla
## Topic 5: armi, --, kurdish, target, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, eight, turk, peopl
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, wound, --, blast
## Topic 14: kurdish, turkey, seven, guard, villag
## Topic 15: turkish, secur, forc, three, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 201 (approx. per word bound = -3.889, relative change = 2.454e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 202 (approx. per word bound = -3.889, relative change = 2.482e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 203 (approx. per word bound = -3.889, relative change = 2.075e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 204 (approx. per word bound = -3.889, relative change = 2.053e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 205 (approx. per word bound = -3.889, relative change = 2.025e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, violenc, kurdish, guerrilla
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, eight, turk, peopl
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, wound, --, blast
## Topic 14: kurdish, turkey, seven, guard, villag
## Topic 15: turkish, secur, forc, three, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 206 (approx. per word bound = -3.888, relative change = 2.044e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 207 (approx. per word bound = -3.888, relative change = 2.036e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 208 (approx. per word bound = -3.888, relative change = 2.040e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 209 (approx. per word bound = -3.888, relative change = 2.005e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 210 (approx. per word bound = -3.888, relative change = 2.066e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, violenc, kurdish, conflict
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, turkish, kill, terrorist, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, eight, turk, peopl
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, wound, --, blast
## Topic 14: kurdish, turkey, seven, guard, villag
## Topic 15: turkish, secur, forc, three, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 211 (approx. per word bound = -3.888, relative change = 2.244e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 212 (approx. per word bound = -3.888, relative change = 2.626e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 213 (approx. per word bound = -3.888, relative change = 3.671e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 214 (approx. per word bound = -3.888, relative change = 3.602e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 215 (approx. per word bound = -3.888, relative change = 3.877e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, violenc, kurdish, conflict
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, turkish, terrorist, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, eight, turk, peopl
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, wound, --, blast
## Topic 14: kurdish, turkey, seven, guard, villag
## Topic 15: turkish, secur, forc, three, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 216 (approx. per word bound = -3.887, relative change = 3.782e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 217 (approx. per word bound = -3.887, relative change = 3.722e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 218 (approx. per word bound = -3.887, relative change = 3.944e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 219 (approx. per word bound = -3.887, relative change = 2.301e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 220 (approx. per word bound = -3.887, relative change = 2.413e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, violenc, kurdish, conflict
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, turkish, terrorist, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, eight, turk, peopl
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, --, wound, blast
## Topic 14: kurdish, turkey, seven, guard, villag
## Topic 15: turkish, secur, forc, three, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 221 (approx. per word bound = -3.887, relative change = 2.211e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 222 (approx. per word bound = -3.887, relative change = 2.368e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 223 (approx. per word bound = -3.887, relative change = 2.642e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 224 (approx. per word bound = -3.887, relative change = 2.563e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 225 (approx. per word bound = -3.886, relative change = 2.420e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, violenc, kurdish, conflict
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, turkish, terrorist, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, eight, turk, turkey
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, --, wound, blast
## Topic 14: kurdish, turkey, seven, guard, villag
## Topic 15: turkish, secur, forc, three, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 226 (approx. per word bound = -3.886, relative change = 1.959e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 227 (approx. per word bound = -3.886, relative change = 1.844e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 228 (approx. per word bound = -3.886, relative change = 1.827e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 229 (approx. per word bound = -3.886, relative change = 1.812e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 230 (approx. per word bound = -3.886, relative change = 1.836e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, violenc, kurdish, conflict
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, turkish, terrorist, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, six, fight, nine
## Topic 10: r, die, eight, turk, turkey
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, --, wound, blast
## Topic 14: kurdish, turkey, seven, kill, guard
## Topic 15: turkish, secur, forc, three, kill
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 231 (approx. per word bound = -3.886, relative change = 1.745e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 232 (approx. per word bound = -3.886, relative change = 1.818e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 233 (approx. per word bound = -3.886, relative change = 1.798e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 234 (approx. per word bound = -3.886, relative change = 1.816e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 235 (approx. per word bound = -3.886, relative change = 1.780e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, violenc, kurdish, conflict
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, turkish, terrorist, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, fight, six, nine
## Topic 10: r, die, eight, turk, turkey
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, --, wound, blast
## Topic 14: kurdish, turkey, seven, kill, guard
## Topic 15: turkish, secur, forc, three, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 236 (approx. per word bound = -3.886, relative change = 1.803e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 237 (approx. per word bound = -3.886, relative change = 1.875e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 238 (approx. per word bound = -3.886, relative change = 1.842e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 239 (approx. per word bound = -3.885, relative change = 1.877e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 240 (approx. per word bound = -3.885, relative change = 1.938e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, kurdish, violenc, conflict
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, turkish, terrorist, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, fight, six, nine
## Topic 10: r, die, eight, turkey, turk
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, --, wound, blast
## Topic 14: kurdish, turkey, seven, kill, guard
## Topic 15: turkish, secur, forc, three, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 241 (approx. per word bound = -3.885, relative change = 1.935e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 242 (approx. per word bound = -3.885, relative change = 1.995e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 243 (approx. per word bound = -3.885, relative change = 2.131e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 244 (approx. per word bound = -3.885, relative change = 2.272e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 245 (approx. per word bound = -3.885, relative change = 2.202e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, kurdish, violenc, conflict
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, fight, nine, six
## Topic 10: r, die, turkey, eight, turk
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: bomb, turkey, --, wound, blast
## Topic 14: kurdish, turkey, seven, kill, guard
## Topic 15: turkish, secur, forc, three, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 246 (approx. per word bound = -3.885, relative change = 2.085e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 247 (approx. per word bound = -3.885, relative change = 2.038e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 248 (approx. per word bound = -3.885, relative change = 2.026e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 249 (approx. per word bound = -3.885, relative change = 2.108e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 250 (approx. per word bound = -3.885, relative change = 2.213e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, kurdish, violenc, conflict
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, fight, nine, six
## Topic 10: r, die, turkey, turk, eight
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: turkey, bomb, --, wound, blast
## Topic 14: kurdish, turkey, seven, kill, guard
## Topic 15: turkish, secur, forc, three, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 251 (approx. per word bound = -3.884, relative change = 2.304e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 252 (approx. per word bound = -3.884, relative change = 2.479e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 253 (approx. per word bound = -3.884, relative change = 2.636e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 254 (approx. per word bound = -3.884, relative change = 2.989e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 255 (approx. per word bound = -3.884, relative change = 3.410e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, kurdish, violenc, conflict
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, fight, nine, day
## Topic 10: r, die, turkey, turk, eight
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: turkey, bomb, --, wound, blast
## Topic 14: kurdish, turkey, kill, seven, guard
## Topic 15: turkish, secur, forc, three, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 256 (approx. per word bound = -3.884, relative change = 3.628e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 257 (approx. per word bound = -3.884, relative change = 3.423e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 258 (approx. per word bound = -3.884, relative change = 3.306e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 259 (approx. per word bound = -3.883, relative change = 3.101e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 260 (approx. per word bound = -3.883, relative change = 2.825e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, kurdish, violenc, conflict
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, fight, nine, day
## Topic 10: r, die, turkey, turk, eight
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: turkey, bomb, wound, --, blast
## Topic 14: kurdish, turkey, kill, seven, guard
## Topic 15: turkish, secur, forc, three, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, pkk
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 261 (approx. per word bound = -3.883, relative change = 2.675e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 262 (approx. per word bound = -3.883, relative change = 2.561e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 263 (approx. per word bound = -3.883, relative change = 2.342e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 264 (approx. per word bound = -3.883, relative change = 2.133e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 265 (approx. per word bound = -3.883, relative change = 1.895e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, kurdish, violenc, conflict
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, fight, nine, day
## Topic 10: r, die, turkey, turk, eight
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: turkey, bomb, wound, --, blast
## Topic 14: kurdish, turkey, kill, seven, six
## Topic 15: turkish, secur, forc, three, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, pkk
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 266 (approx. per word bound = -3.883, relative change = 1.653e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 267 (approx. per word bound = -3.883, relative change = 1.477e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 268 (approx. per word bound = -3.883, relative change = 1.322e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 269 (approx. per word bound = -3.883, relative change = 1.270e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 270 (approx. per word bound = -3.883, relative change = 1.173e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, kurdish, violenc, conflict
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, fight, nine, day
## Topic 10: r, die, turkey, turk, peopl
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: turkey, bomb, wound, --, blast
## Topic 14: kurdish, turkey, kill, seven, six
## Topic 15: turkish, secur, forc, three, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, pkk
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 271 (approx. per word bound = -3.883, relative change = 1.157e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 272 (approx. per word bound = -3.883, relative change = 1.103e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 273 (approx. per word bound = -3.883, relative change = 1.092e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 274 (approx. per word bound = -3.882, relative change = 1.110e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 275 (approx. per word bound = -3.882, relative change = 1.183e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, kurdish, violenc, conflict
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, fight, nine, day
## Topic 10: r, die, turkey, turk, peopl
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: turkey, bomb, wound, --, blast
## Topic 14: kurdish, turkey, kill, seven, six
## Topic 15: turkish, secur, forc, three, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, pkk
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 276 (approx. per word bound = -3.882, relative change = 1.247e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 277 (approx. per word bound = -3.882, relative change = 1.324e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 278 (approx. per word bound = -3.882, relative change = 1.360e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 279 (approx. per word bound = -3.882, relative change = 1.409e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 280 (approx. per word bound = -3.882, relative change = 1.466e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, lose
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, kurdish, violenc, conflict
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, fight, nine, day
## Topic 10: r, die, turkey, turk, peopl
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: turkey, bomb, wound, --, blast
## Topic 14: kurdish, turkey, kill, seven, six
## Topic 15: turkish, secur, forc, three, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, pkk
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 281 (approx. per word bound = -3.882, relative change = 1.616e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 282 (approx. per word bound = -3.882, relative change = 2.146e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 283 (approx. per word bound = -3.882, relative change = 3.149e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 284 (approx. per word bound = -3.882, relative change = 2.719e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 285 (approx. per word bound = -3.882, relative change = 1.468e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, nine
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, kurdish, violenc, conflict
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, fight, nine, day
## Topic 10: r, die, turkey, turk, peopl
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: turkey, bomb, wound, --, blast
## Topic 14: kurdish, turkey, kill, seven, six
## Topic 15: turkish, secur, forc, three, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, pkk
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 286 (approx. per word bound = -3.882, relative change = 1.212e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 287 (approx. per word bound = -3.882, relative change = 1.097e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 288 (approx. per word bound = -3.882, relative change = 1.136e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 289 (approx. per word bound = -3.882, relative change = 1.754e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 290 (approx. per word bound = -3.881, relative change = 2.240e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, nine
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, kurdish, violenc, conflict
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, fight, nine, day
## Topic 10: r, die, turkey, turk, peopl
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: turkey, bomb, wound, --, blast
## Topic 14: kurdish, turkey, kill, seven, six
## Topic 15: turkish, secur, forc, three, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 291 (approx. per word bound = -3.881, relative change = 1.596e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 292 (approx. per word bound = -3.881, relative change = 1.307e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 293 (approx. per word bound = -3.881, relative change = 1.203e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 294 (approx. per word bound = -3.881, relative change = 1.336e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 295 (approx. per word bound = -3.881, relative change = 3.501e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, nine
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, kurdish, violenc, conflict
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, fight, nine, day
## Topic 10: r, die, turkey, turk, peopl
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: turkey, bomb, wound, --, blast
## Topic 14: kurdish, turkey, kill, seven, six
## Topic 15: turkish, secur, forc, three, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 296 (approx. per word bound = -3.881, relative change = 6.868e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 297 (approx. per word bound = -3.881, relative change = 1.563e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 298 (approx. per word bound = -3.881, relative change = 1.551e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 299 (approx. per word bound = -3.881, relative change = 1.570e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 300 (approx. per word bound = -3.881, relative change = 1.568e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, nine
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, kurdish, violenc, guerrilla
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, fight, nine, day
## Topic 10: r, die, turkey, turk, peopl
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: turkey, bomb, wound, --, blast
## Topic 14: kurdish, turkey, kill, seven, six
## Topic 15: turkish, secur, forc, three, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 301 (approx. per word bound = -3.881, relative change = 1.598e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 302 (approx. per word bound = -3.880, relative change = 1.610e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 303 (approx. per word bound = -3.880, relative change = 1.733e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 304 (approx. per word bound = -3.880, relative change = 1.944e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 305 (approx. per word bound = -3.880, relative change = 2.230e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, nine
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, kurdish, violenc, guerrilla
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, fight, nine, day
## Topic 10: r, die, turkey, turk, peopl
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: turkey, bomb, wound, --, blast
## Topic 14: kurdish, turkey, kill, seven, six
## Topic 15: turkish, secur, forc, three, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 306 (approx. per word bound = -3.880, relative change = 2.528e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 307 (approx. per word bound = -3.880, relative change = 2.554e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 308 (approx. per word bound = -3.880, relative change = 2.576e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 309 (approx. per word bound = -3.880, relative change = 2.606e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 310 (approx. per word bound = -3.880, relative change = 2.712e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, nine
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, kurdish, violenc, guerrilla
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, fight, nine, day
## Topic 10: r, die, turkey, turk, peopl
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: turkey, bomb, wound, --, blast
## Topic 14: kurdish, turkey, kill, seven, six
## Topic 15: turkish, secur, forc, three, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 311 (approx. per word bound = -3.880, relative change = 2.961e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 312 (approx. per word bound = -3.880, relative change = 3.152e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 313 (approx. per word bound = -3.879, relative change = 3.319e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 314 (approx. per word bound = -3.879, relative change = 3.414e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 315 (approx. per word bound = -3.879, relative change = 3.375e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, nine
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, kurdish, violenc, guerrilla
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, fight, nine, day
## Topic 10: r, die, turkey, turk, peopl
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: turkey, bomb, wound, --, blast
## Topic 14: kurdish, turkey, kill, seven, six
## Topic 15: turkish, secur, forc, three, member
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 316 (approx. per word bound = -3.879, relative change = 3.190e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 317 (approx. per word bound = -3.879, relative change = 2.990e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 318 (approx. per word bound = -3.879, relative change = 2.911e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 319 (approx. per word bound = -3.879, relative change = 2.885e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 320 (approx. per word bound = -3.879, relative change = 2.755e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, nine
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, kurdish, violenc, guerrilla
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, fight, nine, day
## Topic 10: r, die, turkey, turk, peopl
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: turkey, bomb, wound, --, blast
## Topic 14: kurdish, turkey, kill, seven, six
## Topic 15: turkish, secur, forc, three, four
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 321 (approx. per word bound = -3.878, relative change = 2.451e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 322 (approx. per word bound = -3.878, relative change = 2.205e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 323 (approx. per word bound = -3.878, relative change = 2.058e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 324 (approx. per word bound = -3.878, relative change = 1.837e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 325 (approx. per word bound = -3.878, relative change = 1.504e-05)
## Topic 1: turkish, five, policeman, ambush, provinc
## Topic 2: kill, kurd, troop, dead, day
## Topic 3: --, forc, people’, defens, view
## Topic 4: turkey, say, kurdish, violenc, guerrilla
## Topic 5: --, armi, kurdish, target, politika
## Topic 6: ankara, kill, terrorist, turkish, clash
## Topic 7: attack, four, polic, pkk, offic
## Topic 8: milit, --, turkish, kill, iraq
## Topic 9: rebel, clash, fight, nine, day
## Topic 10: r, die, turkey, turk, peopl
## Topic 11: soldier, two, turkish, one, eur
## Topic 12: defens, forc, --, peopl, cudi
## Topic 13: turkey, bomb, wound, --, blast
## Topic 14: kurdish, turkey, kill, seven, six
## Topic 15: turkish, secur, forc, three, four
## Topic 16: --, turk, terörist, etkisiz, hale
## Topic 17: --, kill, european, clash, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 326 (approx. per word bound = -3.878, relative change = 1.277e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 327 (approx. per word bound = -3.878, relative change = 1.117e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ..................
## Recovering initialization...
## ..................
## Initialization complete.
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -5.036)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.718, relative change = 6.311e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.540, relative change = 3.778e-02)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.433, relative change = 2.365e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.363, relative change = 1.567e-02)
## Topic 1: terrorist, troop, militari, sep, iraqi
## Topic 2: dead, guerrilla, offici, say, separatist
## Topic 3: people’, milit, blast, mine, etkisiz
## Topic 4: --, rebel, european, nine, roj
## Topic 5: kurdish, kill, eleven, ozgur, -turkish
## Topic 6: kill, secur, say, anatolia, provinc
## Topic 7: kill, soldier, kurd, --, nation
## Topic 8: --, attack, pkk, kill, iraq
## Topic 9: turkish, turkey, r, rebel, kurd
## Topic 10: --, polic, fight, pkk, cr
## Topic 11: clash, six, eur, fighter, kurdish-rel
## Topic 12: _f, landmin, profil, policemen, hit
## Topic 13: forc, --, defens, peopl, view
## Topic 14: eight, kill, four, one, rebel
## Topic 15: armi, kill, civilian, near, middl
## Topic 16: ankara, kill, f, anatolia, terrorist
## Topic 17: bomb, oper, air, car, kill
## Topic 18: die, --, six, eighteen, leav
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.312, relative change = 1.167e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.273, relative change = 9.102e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.243, relative change = 7.071e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.219, relative change = 5.665e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.199, relative change = 4.581e-03)
## Topic 1: troop, militari, sep, terrorist, guard
## Topic 2: dead, guerrilla, offici, separatist, leav
## Topic 3: people’, milit, blast, mine, etkisiz
## Topic 4: --, european, rebel, nine, two
## Topic 5: kurdish, kill, seven, ozgur, -turkish
## Topic 6: kill, secur, say, anatolia, provinc
## Topic 7: soldier, kill, nation, риан, kurd
## Topic 8: --, pkk, attack, iraq, kill
## Topic 9: turkish, turkey, r, rebel, kurd
## Topic 10: --, polic, fight, terörist, turk
## Topic 11: clash, six, eur, kurdish-rel, fighter
## Topic 12: _f, profil, policemen, hit, mehmet
## Topic 13: forc, --, defens, peopl, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: armi, iraqi, civilian, near, middl
## Topic 16: ankara, kill, terrorist, f, anatolia
## Topic 17: bomb, oper, air, three, car
## Topic 18: die, six, --, injur, turkish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.181, relative change = 4.397e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.164, relative change = 4.129e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.149, relative change = 3.531e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.137, relative change = 2.986e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.126, relative change = 2.482e-03)
## Topic 1: troop, sep, guard, raid, suspect
## Topic 2: dead, guerrilla, offici, separatist, leav
## Topic 3: people’, milit, blast, mine, neutral
## Topic 4: --, european, two, rebel, nine
## Topic 5: kurdish, kill, seven, ozgur, -turkish
## Topic 6: kill, secur, say, forc, anatolia
## Topic 7: soldier, kill, nation, two, explos
## Topic 8: --, turkish, pkk, attack, iraq
## Topic 9: r, turkish, turkey, rebel, kurd
## Topic 10: --, polic, fight, offic, terörist
## Topic 11: clash, six, eur, kurdish-rel, various
## Topic 12: peopl, policemen, hit, mehmet, fresh
## Topic 13: forc, --, defens, peopl, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: armi, iraqi, civilian, near, middl
## Topic 16: ankara, kill, terrorist, f, anatolia
## Topic 17: bomb, three, oper, air, car
## Topic 18: die, six, injur, landmin, turkish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.116, relative change = 2.411e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.107, relative change = 2.383e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.098, relative change = 2.185e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.090, relative change = 1.961e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.082, relative change = 1.738e-03)
## Topic 1: troop, sep, guard, seventeen, thirteen
## Topic 2: dead, guerrilla, offici, separatist, leav
## Topic 3: people’, milit, blast, mine, neutral
## Topic 4: --, european, two, rebel, roj
## Topic 5: kill, kurdish, seven, ozgur, violenc
## Topic 6: kill, secur, forc, say, anatolia
## Topic 7: soldier, kill, two, mon, turkey
## Topic 8: --, turkish, pkk, attack, kill
## Topic 9: r, turkey, rebel, turkish, kurd
## Topic 10: --, polic, fight, offic, terörist
## Topic 11: clash, six, eur, kurdish-rel, various
## Topic 12: peopl, policemen, fresh, mountain, sweep
## Topic 13: --, forc, defens, peopl, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: armi, iraqi, air, civilian, near
## Topic 16: ankara, kill, terrorist, turkish, f
## Topic 17: three, bomb, oper, car, dow
## Topic 18: die, six, injur, landmin, turkish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.077, relative change = 1.429e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.072, relative change = 1.199e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.067, relative change = 1.119e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.063, relative change = 1.155e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.057, relative change = 1.306e-03)
## Topic 1: troop, guard, sep, thirteen, raid
## Topic 2: dead, guerrilla, offici, separatist, leav
## Topic 3: milit, people’, blast, neutral, mine
## Topic 4: --, european, rebel, two, roj
## Topic 5: kill, kurdish, seven, violenc, ozgur
## Topic 6: kill, secur, forc, say, anatolia
## Topic 7: soldier, kill, two, turkey, mine
## Topic 8: --, turkish, pkk, attack, kill
## Topic 9: r, turkey, rebel, turkish, kurd
## Topic 10: --, polic, fight, offic, terörist
## Topic 11: clash, six, eur, kurdish-rel, nine
## Topic 12: peopl, policemen, fresh, mountain, sweep
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: armi, iraqi, air, civilian, kurdish
## Topic 16: ankara, kill, turkish, terrorist, f
## Topic 17: three, bomb, oper, car, dow
## Topic 18: die, six, injur, landmin, explos
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.051, relative change = 1.479e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.045, relative change = 1.585e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.039, relative change = 1.485e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.034, relative change = 1.260e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.029, relative change = 1.043e-03)
## Topic 1: troop, guard, thirteen, villag, raid
## Topic 2: dead, guerrilla, separatist, offici, leav
## Topic 3: milit, people’, neutral, anadolu, blast
## Topic 4: --, european, rebel, two, roj
## Topic 5: kill, kurdish, seven, violenc, ozgur
## Topic 6: kill, secur, forc, say, anatolia
## Topic 7: soldier, kill, two, mine, turkey
## Topic 8: turkish, --, pkk, attack, kill
## Topic 9: r, rebel, turkey, kurd, turkish
## Topic 10: --, polic, fight, turk, terörist
## Topic 11: clash, six, eur, nine, kurdish-rel
## Topic 12: peopl, policemen, fresh, mountain, sweep
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: armi, iraqi, turkish, kurdish, air
## Topic 16: ankara, turkish, kill, terrorist, f
## Topic 17: three, bomb, oper, car, dow
## Topic 18: die, blast, injur, landmin, six
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.026, relative change = 9.282e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.022, relative change = 8.400e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.019, relative change = 7.483e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.017, relative change = 7.069e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.014, relative change = 6.859e-04)
## Topic 1: troop, guard, villag, thirteen, raid
## Topic 2: dead, guerrilla, separatist, leav, sixteen
## Topic 3: milit, neutral, anadolu, countri, director
## Topic 4: --, european, rebel, roj, turkey
## Topic 5: kill, kurdish, violenc, seven, ozgur
## Topic 6: kill, secur, forc, say, day
## Topic 7: soldier, two, kill, mine, turkey
## Topic 8: turkish, --, pkk, kill, attack
## Topic 9: r, rebel, turkey, kurd, turkish
## Topic 10: --, polic, fight, turk, terörist
## Topic 11: clash, six, nine, eur, kurdish-rel
## Topic 12: peopl, policemen, fresh, mountain, mehmet
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: armi, turkish, iraqi, kurdish, air
## Topic 16: ankara, turkish, kill, terrorist, f
## Topic 17: three, bomb, oper, turkey, car
## Topic 18: die, blast, injur, landmin, offici
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.011, relative change = 5.872e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.009, relative change = 5.464e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.007, relative change = 5.157e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.005, relative change = 5.211e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.003, relative change = 5.576e-04)
## Topic 1: troop, villag, guard, thirteen, raid
## Topic 2: dead, guerrilla, separatist, leav, sixteen
## Topic 3: milit, neutral, anadolu, least, countri
## Topic 4: --, european, rebel, turkey, roj
## Topic 5: kill, kurdish, violenc, seven, ozgur
## Topic 6: kill, secur, forc, say, day
## Topic 7: soldier, two, kill, mine, turkey
## Topic 8: turkish, --, pkk, kill, attack
## Topic 9: r, rebel, turkey, kurd, turkish
## Topic 10: --, polic, fight, turk, terörist
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, policemen, fresh, mountain, mehmet
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: armi, iraq, turkish, strike, --
## Topic 16: ankara, turkish, kill, terrorist, f
## Topic 17: three, bomb, turkey, oper, offic
## Topic 18: die, blast, injur, offici, landmin
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.000, relative change = 6.098e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -3.998, relative change = 5.458e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -3.996, relative change = 4.630e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -3.994, relative change = 4.682e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.992, relative change = 5.614e-04)
## Topic 1: troop, villag, guard, raid, thirteen
## Topic 2: dead, guerrilla, fight, separatist, leav
## Topic 3: milit, neutral, least, anadolu, countri
## Topic 4: --, rebel, european, turkey, roj
## Topic 5: kurdish, kill, violenc, seven, ozgur
## Topic 6: kill, secur, forc, say, day
## Topic 7: soldier, two, kill, mine, turkish
## Topic 8: turkish, --, pkk, kill, attack
## Topic 9: r, rebel, turkey, kurd, turkish
## Topic 10: --, polic, terörist, turk, etkisiz
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, policemen, fresh, mountain, mehmet
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: armi, iraq, turkish, --, strike
## Topic 16: ankara, turkish, kill, terrorist, f
## Topic 17: three, bomb, turkey, oper, offic
## Topic 18: die, blast, offici, injur, landmin
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -3.990, relative change = 4.954e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -3.989, relative change = 4.268e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -3.987, relative change = 3.700e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -3.986, relative change = 3.071e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.985, relative change = 2.869e-04)
## Topic 1: troop, villag, guard, turkish, raid
## Topic 2: dead, guerrilla, fight, separatist, leav
## Topic 3: milit, neutral, least, anadolu, countri
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, ozgur
## Topic 6: kill, secur, forc, say, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: turkish, --, pkk, kill, attack
## Topic 9: r, rebel, turkey, kurd, turkish
## Topic 10: --, terörist, etkisiz, turk, hale
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, policemen, fresh, mountain, mehmet
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: iraq, armi, turkish, --, strike
## Topic 16: ankara, turkish, kill, terrorist, f
## Topic 17: three, bomb, turkey, polic, oper
## Topic 18: die, blast, offici, injur, landmin
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -3.983, relative change = 3.050e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -3.982, relative change = 3.235e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -3.981, relative change = 3.403e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -3.979, relative change = 3.377e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -3.978, relative change = 3.423e-04)
## Topic 1: troop, villag, guard, turkish, raid
## Topic 2: dead, guerrilla, fight, separatist, leav
## Topic 3: milit, neutral, least, anadolu, countri
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, politika
## Topic 6: kill, secur, forc, say, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: turkish, --, pkk, kill, attack
## Topic 9: r, rebel, turkey, kurd, turkish
## Topic 10: --, terörist, etkisiz, hale, turk
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, policemen, mountain, mehmet, sweep
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: iraq, armi, --, turkish, strike
## Topic 16: ankara, turkish, kill, terrorist, f
## Topic 17: three, bomb, polic, turkey, oper
## Topic 18: die, blast, offici, injur, landmin
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -3.977, relative change = 2.424e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -3.976, relative change = 2.362e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -3.975, relative change = 2.267e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -3.974, relative change = 2.223e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -3.974, relative change = 2.199e-04)
## Topic 1: troop, villag, guard, turkish, raid
## Topic 2: dead, guerrilla, fight, separatist, leav
## Topic 3: milit, neutral, warplan, least, anadolu
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, politika
## Topic 6: kill, secur, forc, say, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: turkish, --, pkk, kill, attack
## Topic 9: r, rebel, turkey, kurd, turkish
## Topic 10: --, terörist, etkisiz, hale, turk
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, policemen, mountain, mehmet, muham
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: iraq, armi, --, turkish, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: three, bomb, polic, turkey, oper
## Topic 18: die, blast, offici, injur, landmin
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -3.973, relative change = 2.283e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -3.972, relative change = 2.206e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -3.971, relative change = 1.851e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -3.970, relative change = 1.959e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -3.970, relative change = 1.825e-04)
## Topic 1: troop, villag, guard, turkish, raid
## Topic 2: dead, guerrilla, fight, separatist, leav
## Topic 3: milit, neutral, warplan, least, anadolu
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, politika
## Topic 6: kill, secur, forc, say, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: turkish, --, pkk, kill, attack
## Topic 9: r, rebel, turkey, kurd, turkish
## Topic 10: --, terörist, etkisiz, hale, turk
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, policemen, muham, mountain, mehmet
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: iraq, armi, --, turkish, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: three, bomb, polic, turkey, oper
## Topic 18: die, blast, offici, injur, landmin
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -3.969, relative change = 1.481e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -3.968, relative change = 1.515e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -3.968, relative change = 1.542e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -3.967, relative change = 1.472e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.967, relative change = 1.500e-04)
## Topic 1: troop, villag, guard, turkish, raid
## Topic 2: dead, guerrilla, fight, separatist, leav
## Topic 3: milit, neutral, warplan, least, anadolu
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, politika
## Topic 6: kill, secur, forc, say, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: turkish, --, pkk, kill, attack
## Topic 9: r, rebel, turkey, kurd, turkish
## Topic 10: --, terörist, etkisiz, hale, turk
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, policemen, muham, mountain, mehmet
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: iraq, armi, --, turkish, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: three, bomb, polic, turkey, oper
## Topic 18: die, blast, offici, injur, landmin
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -3.966, relative change = 1.651e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -3.965, relative change = 1.797e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -3.964, relative change = 1.841e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -3.964, relative change = 1.946e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -3.963, relative change = 1.998e-04)
## Topic 1: troop, villag, turkish, guard, raid
## Topic 2: dead, guerrilla, fight, separatist, leav
## Topic 3: milit, neutral, warplan, least, anadolu
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, politika
## Topic 6: kill, secur, forc, say, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: --, turkish, pkk, kill, attack
## Topic 9: r, rebel, turkey, kurd, turkish
## Topic 10: --, terörist, etkisiz, hale, turk
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, policemen, muham, mountain, mehmet
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: iraq, armi, --, turkish, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: three, bomb, polic, turkey, oper
## Topic 18: die, blast, offici, injur, explos
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -3.962, relative change = 1.838e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -3.962, relative change = 1.634e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -3.961, relative change = 1.583e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -3.960, relative change = 1.653e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -3.959, relative change = 1.957e-04)
## Topic 1: troop, turkish, villag, guard, raid
## Topic 2: dead, guerrilla, fight, separatist, leav
## Topic 3: milit, neutral, warplan, least, anadolu
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, politika
## Topic 6: kill, secur, forc, say, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: --, turkish, kill, pkk, attack
## Topic 9: r, rebel, turkey, kurd, kill
## Topic 10: --, terörist, etkisiz, hale, turk
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, policemen, muham, mountain, mehmet
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: iraq, armi, --, turkish, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: three, bomb, polic, turkey, oper
## Topic 18: die, blast, offici, injur, explos
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -3.959, relative change = 1.511e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 82 (approx. per word bound = -3.958, relative change = 1.315e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 83 (approx. per word bound = -3.958, relative change = 1.265e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 84 (approx. per word bound = -3.957, relative change = 1.266e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -3.957, relative change = 1.340e-04)
## Topic 1: troop, turkish, villag, guard, raid
## Topic 2: dead, guerrilla, fight, separatist, leav
## Topic 3: milit, neutral, warplan, least, anadolu
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, politika
## Topic 6: kill, secur, forc, say, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: --, turkish, kill, pkk, attack
## Topic 9: r, rebel, turkey, kurd, kill
## Topic 10: --, terörist, etkisiz, hale, turk
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, policemen, muham, mountain, mehmet
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: iraq, armi, --, turkish, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: three, bomb, polic, turkey, oper
## Topic 18: die, blast, offici, injur, explos
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 86 (approx. per word bound = -3.956, relative change = 1.559e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 87 (approx. per word bound = -3.956, relative change = 1.341e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 88 (approx. per word bound = -3.955, relative change = 1.356e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 89 (approx. per word bound = -3.955, relative change = 1.303e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 90 (approx. per word bound = -3.954, relative change = 1.284e-04)
## Topic 1: troop, turkish, villag, guard, raid
## Topic 2: dead, guerrilla, fight, separatist, leav
## Topic 3: milit, neutral, warplan, turkey, least
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, politika
## Topic 6: kill, secur, forc, say, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: --, kill, turkish, pkk, attack
## Topic 9: r, rebel, turkey, kurd, kill
## Topic 10: --, terörist, etkisiz, hale, turk
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, muham, policemen, mountain, mehmet
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: iraq, armi, --, turkish, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: three, bomb, polic, turkey, wound
## Topic 18: die, blast, offici, injur, explos
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 91 (approx. per word bound = -3.954, relative change = 1.205e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 92 (approx. per word bound = -3.953, relative change = 1.100e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 93 (approx. per word bound = -3.953, relative change = 1.130e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 94 (approx. per word bound = -3.952, relative change = 1.143e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -3.952, relative change = 1.360e-04)
## Topic 1: troop, turkish, villag, guard, raid
## Topic 2: dead, guerrilla, fight, separatist, leav
## Topic 3: milit, turkey, neutral, warplan, --
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, politika
## Topic 6: kill, secur, forc, say, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: --, kill, pkk, turkish, attack
## Topic 9: r, rebel, turkey, kurd, kill
## Topic 10: --, terörist, etkisiz, hale, turk
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, muham, mountain, mehmet, sweep
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: iraq, armi, turkish, --, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: three, bomb, polic, turkey, wound
## Topic 18: die, blast, offici, injur, explos
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 96 (approx. per word bound = -3.951, relative change = 1.343e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 97 (approx. per word bound = -3.951, relative change = 1.264e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 98 (approx. per word bound = -3.950, relative change = 8.272e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 99 (approx. per word bound = -3.950, relative change = 7.095e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 100 (approx. per word bound = -3.950, relative change = 6.828e-05)
## Topic 1: troop, turkish, villag, guard, raid
## Topic 2: dead, guerrilla, fight, separatist, sixteen
## Topic 3: milit, turkey, target, neutral, warplan
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, politika
## Topic 6: secur, kill, forc, say, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: --, kill, pkk, turkish, attack
## Topic 9: r, rebel, turkey, kurd, kill
## Topic 10: --, terörist, etkisiz, hale, turk
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, muham, mountain, mehmet, sweep
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: iraq, armi, turkish, --, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: three, bomb, polic, turkey, wound
## Topic 18: die, blast, offici, injur, explos
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 101 (approx. per word bound = -3.950, relative change = 7.059e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 102 (approx. per word bound = -3.949, relative change = 7.537e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 103 (approx. per word bound = -3.949, relative change = 8.252e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 104 (approx. per word bound = -3.949, relative change = 7.214e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 105 (approx. per word bound = -3.948, relative change = 7.235e-05)
## Topic 1: troop, turkish, villag, guard, raid
## Topic 2: dead, guerrilla, fight, separatist, sixteen
## Topic 3: milit, turkey, target, neutral, --
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, five
## Topic 6: secur, forc, kill, say, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: --, kill, pkk, turkish, attack
## Topic 9: r, rebel, turkey, kurd, kill
## Topic 10: --, terörist, etkisiz, hale, turk
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, muham, mountain, mehmet, sweep
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: iraq, armi, turkish, --, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: three, bomb, polic, turkey, wound
## Topic 18: die, blast, offici, injur, explos
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 106 (approx. per word bound = -3.948, relative change = 7.390e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 107 (approx. per word bound = -3.948, relative change = 9.345e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 108 (approx. per word bound = -3.947, relative change = 1.110e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 109 (approx. per word bound = -3.947, relative change = 7.817e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 110 (approx. per word bound = -3.947, relative change = 7.119e-05)
## Topic 1: troop, turkish, villag, guard, kill
## Topic 2: dead, guerrilla, fight, separatist, sixteen
## Topic 3: milit, turkey, target, --, neutral
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, five
## Topic 6: secur, forc, kill, say, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: --, kill, pkk, turkish, attack
## Topic 9: r, rebel, turkey, kill, kurd
## Topic 10: --, terörist, etkisiz, hale, turk
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, muham, mountain, mehmet, sweep
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: iraq, armi, turkish, --, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: three, bomb, polic, turkey, wound
## Topic 18: die, blast, offici, injur, explos
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 111 (approx. per word bound = -3.946, relative change = 7.947e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 112 (approx. per word bound = -3.946, relative change = 9.004e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 113 (approx. per word bound = -3.946, relative change = 7.920e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 114 (approx. per word bound = -3.945, relative change = 7.195e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 115 (approx. per word bound = -3.945, relative change = 6.959e-05)
## Topic 1: troop, turkish, villag, guard, kill
## Topic 2: dead, guerrilla, fight, separatist, sixteen
## Topic 3: milit, turkey, --, target, neutral
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, five
## Topic 6: secur, forc, say, kill, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: --, kill, pkk, turkish, attack
## Topic 9: r, rebel, turkey, kill, kurd
## Topic 10: --, terörist, etkisiz, hale, turk
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, muham, mountain, mehmet, sweep
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: iraq, armi, turkish, --, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: three, bomb, polic, turkey, wound
## Topic 18: die, blast, offici, injur, explos
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 116 (approx. per word bound = -3.945, relative change = 7.369e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 117 (approx. per word bound = -3.945, relative change = 8.061e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 118 (approx. per word bound = -3.944, relative change = 1.030e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 119 (approx. per word bound = -3.944, relative change = 1.041e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 120 (approx. per word bound = -3.943, relative change = 1.158e-04)
## Topic 1: troop, turkish, villag, guard, kill
## Topic 2: dead, guerrilla, fight, separatist, sixteen
## Topic 3: milit, turkey, --, target, neutral
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, five
## Topic 6: secur, forc, say, kill, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: kill, --, pkk, turkish, attack
## Topic 9: r, rebel, turkey, kill, kurd
## Topic 10: --, terörist, etkisiz, hale, turk
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, muham, mehmet, mountain, sweep
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: iraq, armi, turkish, --, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: three, bomb, polic, turkey, wound
## Topic 18: die, blast, offici, injur, explos
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 121 (approx. per word bound = -3.943, relative change = 1.064e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 122 (approx. per word bound = -3.942, relative change = 1.087e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 123 (approx. per word bound = -3.942, relative change = 1.404e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 124 (approx. per word bound = -3.941, relative change = 1.646e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 125 (approx. per word bound = -3.941, relative change = 7.390e-05)
## Topic 1: troop, turkish, villag, guard, kill
## Topic 2: dead, guerrilla, fight, separatist, sixteen
## Topic 3: milit, turkey, --, target, neutral
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, five
## Topic 6: secur, forc, say, kill, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: kill, --, pkk, turkish, attack
## Topic 9: r, rebel, turkey, kill, kurd
## Topic 10: --, terörist, etkisiz, hale, turk
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, muham, mehmet, mountain, sweep
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: iraq, armi, turkish, --, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: three, bomb, polic, turkey, attack
## Topic 18: die, blast, offici, injur, explos
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 126 (approx. per word bound = -3.941, relative change = 6.726e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 127 (approx. per word bound = -3.940, relative change = 6.567e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 128 (approx. per word bound = -3.940, relative change = 7.238e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 129 (approx. per word bound = -3.940, relative change = 7.587e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 130 (approx. per word bound = -3.940, relative change = 6.762e-05)
## Topic 1: troop, turkish, villag, guard, kill
## Topic 2: dead, guerrilla, fight, separatist, sixteen
## Topic 3: milit, turkey, --, target, neutral
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, five
## Topic 6: secur, forc, say, kill, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: kill, --, pkk, turkish, attack
## Topic 9: r, rebel, turkey, kill, kurd
## Topic 10: --, terörist, etkisiz, hale, turk
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, muham, mehmet, mountain, sweep
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: iraq, armi, turkish, --, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: three, attack, bomb, polic, turkey
## Topic 18: die, blast, offici, injur, explos
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -3.939, relative change = 6.378e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 132 (approx. per word bound = -3.939, relative change = 6.583e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 133 (approx. per word bound = -3.939, relative change = 6.227e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 134 (approx. per word bound = -3.939, relative change = 6.246e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 135 (approx. per word bound = -3.938, relative change = 6.500e-05)
## Topic 1: turkish, troop, villag, guard, kill
## Topic 2: dead, guerrilla, fight, separatist, sixteen
## Topic 3: milit, turkey, --, target, neutral
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, five
## Topic 6: secur, forc, say, kill, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: kill, --, turkish, pkk, attack
## Topic 9: r, rebel, turkey, kill, kurd
## Topic 10: --, terörist, etkisiz, hale, turk
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, muham, mehmet, mountain, sweep
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: iraq, armi, turkish, --, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: three, attack, bomb, polic, turkey
## Topic 18: die, blast, offici, injur, explos
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 136 (approx. per word bound = -3.938, relative change = 5.959e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 137 (approx. per word bound = -3.938, relative change = 5.165e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 138 (approx. per word bound = -3.938, relative change = 5.600e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 139 (approx. per word bound = -3.937, relative change = 6.438e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 140 (approx. per word bound = -3.937, relative change = 6.159e-05)
## Topic 1: turkish, troop, villag, guard, kill
## Topic 2: dead, guerrilla, fight, separatist, sixteen
## Topic 3: milit, turkey, --, target, neutral
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, five
## Topic 6: secur, forc, say, kill, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: kill, --, turkish, pkk, attack
## Topic 9: r, rebel, turkey, kill, kurd
## Topic 10: --, terörist, etkisiz, hale, turk
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, muham, mehmet, mountain, sweep
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, one, eight, kill, turk
## Topic 15: iraq, armi, turkish, --, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: three, attack, bomb, polic, turkey
## Topic 18: die, blast, offici, injur, explos
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 141 (approx. per word bound = -3.937, relative change = 5.072e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 142 (approx. per word bound = -3.937, relative change = 5.658e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 143 (approx. per word bound = -3.936, relative change = 9.562e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 144 (approx. per word bound = -3.936, relative change = 7.263e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 145 (approx. per word bound = -3.936, relative change = 4.883e-05)
## Topic 1: turkish, troop, villag, guard, kill
## Topic 2: dead, guerrilla, fight, separatist, sixteen
## Topic 3: milit, turkey, --, target, oper
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, five
## Topic 6: secur, forc, say, kill, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: kill, --, turkish, pkk, militari
## Topic 9: r, rebel, turkey, kill, kurd
## Topic 10: --, terörist, etkisiz, hale, getirildi
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, muham, mehmet, mountain, sweep
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, eight, one, kill, turk
## Topic 15: iraq, armi, turkish, --, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: three, attack, bomb, polic, turkey
## Topic 18: die, blast, offici, injur, explos
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 146 (approx. per word bound = -3.936, relative change = 4.749e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 147 (approx. per word bound = -3.936, relative change = 4.225e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 148 (approx. per word bound = -3.935, relative change = 3.845e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 149 (approx. per word bound = -3.935, relative change = 3.547e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 150 (approx. per word bound = -3.935, relative change = 3.362e-05)
## Topic 1: turkish, troop, villag, guard, kill
## Topic 2: dead, guerrilla, fight, separatist, sixteen
## Topic 3: milit, turkey, --, target, oper
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, five
## Topic 6: secur, forc, say, kill, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: kill, --, turkish, pkk, militari
## Topic 9: r, rebel, turkey, kill, kurd
## Topic 10: --, terörist, etkisiz, hale, getirildi
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, muham, mehmet, mountain, sweep
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, eight, one, kill, turk
## Topic 15: iraq, armi, turkish, --, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: three, attack, bomb, polic, turkey
## Topic 18: die, blast, offici, injur, explos
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 151 (approx. per word bound = -3.935, relative change = 3.456e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 152 (approx. per word bound = -3.935, relative change = 3.643e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 153 (approx. per word bound = -3.935, relative change = 3.177e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 154 (approx. per word bound = -3.935, relative change = 3.016e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 155 (approx. per word bound = -3.934, relative change = 2.960e-05)
## Topic 1: turkish, troop, villag, guard, kill
## Topic 2: dead, guerrilla, fight, separatist, sixteen
## Topic 3: milit, turkey, --, oper, target
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, five
## Topic 6: secur, forc, say, kill, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: kill, --, turkish, pkk, militari
## Topic 9: r, rebel, turkey, kill, kurd
## Topic 10: --, terörist, etkisiz, hale, getirildi
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, muham, mehmet, mountain, sweep
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, eight, one, kill, turk
## Topic 15: iraq, armi, turkish, --, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: three, attack, bomb, polic, turkey
## Topic 18: die, blast, offici, injur, explos
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 156 (approx. per word bound = -3.934, relative change = 3.000e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 157 (approx. per word bound = -3.934, relative change = 3.121e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 158 (approx. per word bound = -3.934, relative change = 3.439e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 159 (approx. per word bound = -3.934, relative change = 3.696e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 160 (approx. per word bound = -3.934, relative change = 3.811e-05)
## Topic 1: turkish, troop, villag, guard, kill
## Topic 2: dead, guerrilla, fight, separatist, sixteen
## Topic 3: milit, turkey, --, target, oper
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, seven, five
## Topic 6: secur, forc, say, kill, day
## Topic 7: soldier, two, kill, turkish, mine
## Topic 8: kill, --, turkish, pkk, militari
## Topic 9: r, rebel, turkey, kill, kurd
## Topic 10: --, terörist, etkisiz, hale, getirildi
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, muham, mehmet, mountain, sweep
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, eight, one, kill, turk
## Topic 15: iraq, armi, turkish, --, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: attack, three, bomb, polic, turkey
## Topic 18: die, blast, offici, injur, explos
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 161 (approx. per word bound = -3.934, relative change = 3.834e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 162 (approx. per word bound = -3.934, relative change = 3.301e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 163 (approx. per word bound = -3.933, relative change = 3.262e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 164 (approx. per word bound = -3.933, relative change = 3.089e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 165 (approx. per word bound = -3.933, relative change = 2.891e-05)
## Topic 1: turkish, troop, villag, guard, kill
## Topic 2: dead, guerrilla, fight, separatist, sixteen
## Topic 3: milit, turkey, --, target, neutral
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, five, seven
## Topic 6: secur, forc, say, kill, day
## Topic 7: soldier, kill, two, turkish, mine
## Topic 8: kill, --, turkish, pkk, militari
## Topic 9: r, rebel, kill, turkey, kurd
## Topic 10: --, terörist, etkisiz, hale, getirildi
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, muham, mehmet, mountain, sweep
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, eight, one, kill, turk
## Topic 15: iraq, armi, turkish, --, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: attack, three, bomb, polic, turkey
## Topic 18: die, blast, offici, injur, explos
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 166 (approx. per word bound = -3.933, relative change = 3.019e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 167 (approx. per word bound = -3.933, relative change = 2.767e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 168 (approx. per word bound = -3.933, relative change = 2.834e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 169 (approx. per word bound = -3.933, relative change = 3.080e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 170 (approx. per word bound = -3.933, relative change = 3.584e-05)
## Topic 1: turkish, troop, villag, guard, kill
## Topic 2: dead, guerrilla, fight, separatist, sixteen
## Topic 3: milit, turkey, --, target, neutral
## Topic 4: --, turkey, rebel, european, roj
## Topic 5: kurdish, kill, violenc, five, seven
## Topic 6: secur, forc, say, kill, day
## Topic 7: soldier, kill, two, turkish, mine
## Topic 8: kill, --, turkish, pkk, militari
## Topic 9: r, rebel, kill, turkey, kurd
## Topic 10: --, terörist, etkisiz, hale, getirildi
## Topic 11: clash, six, nine, eur, ten
## Topic 12: peopl, muham, mehmet, mountain, sweep
## Topic 13: --, forc, defens, people’, view
## Topic 14: four, eight, one, kill, turk
## Topic 15: iraq, armi, turkish, --, strike
## Topic 16: ankara, turkish, terrorist, kill, f
## Topic 17: attack, three, bomb, polic, turkey
## Topic 18: die, blast, offici, injur, explos
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ...................
## Recovering initialization...
## ..................
## Initialization complete.
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -5.124)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.767, relative change = 6.978e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.572, relative change = 4.093e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.442, relative change = 2.837e-02)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.351, relative change = 2.051e-02)
## Topic 1: secur, three, soldier, bomb, oper
## Topic 2: turkey, kurdish, forc, guerrilla, hit
## Topic 3: defens, people’, botan, direct, rocket
## Topic 4: say, peopl, offici, roj, se
## Topic 5: r, kurd, rebel, troop, die
## Topic 6: turk, terörist, getirildi, etkisiz, hale
## Topic 7: forc, kill, five, eight, kurd
## Topic 8: kill, iraqi, риан, border, ministri
## Topic 9: turkish, kill, rebel, soldier, violenc
## Topic 10: kill, ankara, anatolia, militari, ten
## Topic 11: dead, eur, injur, r, leader
## Topic 12: kill, sixteen, view, kurdish-rel, full
## Topic 13: --, pkk, kill, milit, armi
## Topic 14: nine, guard, european, leav, car
## Topic 15: iraq, strike, air, member, sputnik
## Topic 16: two, kill, wound, blast, middl
## Topic 17: one, civilian, suspect, least, armi
## Topic 18: clash, ankara, terrorist, f, turkish
## Topic 19: attack, milit, rebel, kill, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.297, relative change = 1.237e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.246, relative change = 1.175e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.208, relative change = 8.962e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.179, relative change = 6.910e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.155, relative change = 5.775e-03)
## Topic 1: secur, three, bomb, oper, polic
## Topic 2: turkey, kurdish, guerrilla, hit, bus
## Topic 3: defens, people’, forc, botan, direct
## Topic 4: say, peopl, offici, roj, se
## Topic 5: r, kurd, rebel, troop, die
## Topic 6: turk, terörist, etkisiz, hale, getirildi
## Topic 7: forc, five, kill, eight, day
## Topic 8: kill, pkk, border, turkish, iraqi
## Topic 9: kill, turkish, rebel, soldier, violenc
## Topic 10: kill, anatolia, ankara, militari, ten
## Topic 11: dead, eur, injur, leader, twelv
## Topic 12: sixteen, view, kurdish-rel, full, profil
## Topic 13: --, pkk, european, kill, milit
## Topic 14: nine, guard, car, european, leav
## Topic 15: iraq, turkish, strike, air, milit
## Topic 16: two, wound, kill, blast, mine
## Topic 17: one, civilian, suspect, least, armi
## Topic 18: clash, ankara, terrorist, f, turkish
## Topic 19: attack, milit, kill, armi, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.134, relative change = 5.141e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.114, relative change = 4.660e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.096, relative change = 4.429e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.082, relative change = 3.453e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.071, relative change = 2.678e-03)
## Topic 1: secur, three, bomb, oper, polic
## Topic 2: turkey, kurdish, guerrilla, hit, bus
## Topic 3: defens, forc, people’, botan, direct
## Topic 4: say, offici, roj, se, parti
## Topic 5: r, rebel, kurd, troop, die
## Topic 6: turk, terörist, etkisiz, hale, getirildi
## Topic 7: forc, five, eight, kill, day
## Topic 8: pkk, kill, turkish, border, iraqi
## Topic 9: kill, turkish, rebel, soldier, violenc
## Topic 10: kill, anatolia, ankara, ten, apr
## Topic 11: dead, eur, injur, twelv, fight
## Topic 12: peopl, sixteen, view, kurdish-rel, full
## Topic 13: --, pkk, european, militari, six
## Topic 14: nine, villag, guard, car, claim
## Topic 15: turkish, iraq, milit, strike, air
## Topic 16: two, wound, blast, kill, policeman
## Topic 17: one, civilian, suspect, least, -turkish
## Topic 18: clash, ankara, terrorist, turkish, f
## Topic 19: attack, milit, kill, armi, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.064, relative change = 1.832e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.058, relative change = 1.409e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.053, relative change = 1.131e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.049, relative change = 1.008e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.045, relative change = 9.583e-04)
## Topic 1: secur, three, bomb, oper, polic
## Topic 2: turkey, kurdish, guerrilla, clash, bus
## Topic 3: defens, forc, people’, botan, direct
## Topic 4: say, offici, roj, se, parti
## Topic 5: r, rebel, kurd, troop, die
## Topic 6: turk, terörist, etkisiz, hale, getirildi
## Topic 7: forc, five, eight, kill, day
## Topic 8: pkk, kill, turkish, near, border
## Topic 9: kill, turkish, rebel, soldier, violenc
## Topic 10: kill, anatolia, ankara, ten, apr
## Topic 11: dead, eur, fight, twelv, injur
## Topic 12: peopl, sixteen, view, kurdish-rel, full
## Topic 13: --, pkk, european, militari, six
## Topic 14: nine, villag, guard, car, claim
## Topic 15: turkish, iraq, milit, kill, strike
## Topic 16: two, wound, blast, policeman, mine
## Topic 17: one, civilian, suspect, least, -turkish
## Topic 18: clash, ankara, terrorist, turkish, f
## Topic 19: attack, milit, kill, armi, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.042, relative change = 9.401e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.038, relative change = 8.794e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.034, relative change = 9.183e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.031, relative change = 9.255e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.026, relative change = 1.045e-03)
## Topic 1: secur, three, bomb, oper, polic
## Topic 2: turkey, kurdish, clash, guerrilla, violenc
## Topic 3: defens, forc, people’, botan, direct
## Topic 4: say, offici, roj, se, parti
## Topic 5: r, rebel, kurd, troop, die
## Topic 6: turk, terörist, etkisiz, hale, getirildi
## Topic 7: forc, five, eight, kill, day
## Topic 8: pkk, turkish, kill, near, border
## Topic 9: kill, turkish, rebel, soldier, violenc
## Topic 10: kill, anatolia, ankara, ten, apr
## Topic 11: dead, fight, eur, twelv, injur
## Topic 12: peopl, sixteen, view, kurdish-rel, full
## Topic 13: --, european, pkk, militari, six
## Topic 14: nine, villag, guard, car, claim
## Topic 15: turkish, iraq, kill, milit, strike
## Topic 16: two, wound, blast, mine, policeman
## Topic 17: one, civilian, suspect, least, -turkish
## Topic 18: clash, ankara, turkish, terrorist, f
## Topic 19: attack, milit, kill, armi, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.022, relative change = 1.045e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.018, relative change = 9.679e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.015, relative change = 8.883e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.011, relative change = 8.587e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.008, relative change = 8.719e-04)
## Topic 1: secur, three, bomb, oper, polic
## Topic 2: turkey, kurdish, clash, guerrilla, violenc
## Topic 3: defens, forc, people’, --, botan
## Topic 4: say, offici, roj, se, parti
## Topic 5: r, rebel, kurd, troop, die
## Topic 6: turk, terörist, etkisiz, hale, getirildi
## Topic 7: forc, five, eight, kill, day
## Topic 8: pkk, turkish, near, border, kill
## Topic 9: kill, turkish, rebel, soldier, seven
## Topic 10: kill, anatolia, ankara, ten, apr
## Topic 11: dead, fight, eur, twelv, injur
## Topic 12: peopl, sixteen, view, kurdish-rel, full
## Topic 13: --, european, pkk, militari, clash
## Topic 14: nine, villag, guard, car, claim
## Topic 15: turkish, iraq, kill, milit, strike
## Topic 16: two, soldier, wound, blast, mine
## Topic 17: one, civilian, suspect, least, -turkish
## Topic 18: ankara, turkish, terrorist, clash, f
## Topic 19: attack, milit, armi, kill, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.005, relative change = 8.092e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.001, relative change = 7.799e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -3.998, relative change = 7.707e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -3.995, relative change = 7.725e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -3.992, relative change = 8.197e-04)
## Topic 1: secur, three, bomb, oper, polic
## Topic 2: turkey, kurdish, clash, guerrilla, violenc
## Topic 3: forc, defens, people’, --, botan
## Topic 4: say, offici, roj, se, parti
## Topic 5: r, rebel, kurd, troop, die
## Topic 6: turk, terörist, etkisiz, hale, getirildi
## Topic 7: forc, five, eight, kill, day
## Topic 8: pkk, turkish, near, border, kill
## Topic 9: kill, turkish, rebel, soldier, seven
## Topic 10: anatolia, kill, ankara, ten, apr
## Topic 11: dead, fight, eur, twelv, injur
## Topic 12: peopl, sixteen, view, kurdish-rel, full
## Topic 13: --, european, pkk, militari, six
## Topic 14: nine, villag, guard, car, claim
## Topic 15: turkish, iraq, kill, milit, strike
## Topic 16: two, soldier, wound, blast, mine
## Topic 17: one, civilian, suspect, least, -turkish
## Topic 18: ankara, turkish, terrorist, clash, f
## Topic 19: attack, milit, armi, kill, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -3.989, relative change = 8.227e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -3.986, relative change = 7.238e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -3.983, relative change = 6.640e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -3.981, relative change = 6.029e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -3.979, relative change = 4.351e-04)
## Topic 1: three, secur, bomb, oper, polic
## Topic 2: turkey, kurdish, clash, guerrilla, violenc
## Topic 3: forc, defens, people’, --, botan
## Topic 4: say, offici, roj, se, parti
## Topic 5: r, rebel, kurd, troop, die
## Topic 6: turk, terörist, etkisiz, hale, getirildi
## Topic 7: forc, five, eight, day, kill
## Topic 8: pkk, turkish, near, border, kill
## Topic 9: kill, turkish, rebel, soldier, seven
## Topic 10: anatolia, kill, ankara, ten, apr
## Topic 11: dead, fight, eur, twelv, injur
## Topic 12: peopl, sixteen, view, kurdish-rel, full
## Topic 13: --, european, pkk, militari, clash
## Topic 14: nine, six, villag, guard, car
## Topic 15: turkish, iraq, kill, milit, strike
## Topic 16: soldier, two, wound, blast, mine
## Topic 17: one, civilian, suspect, least, -turkish
## Topic 18: ankara, turkish, terrorist, clash, f
## Topic 19: attack, milit, armi, kill, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -3.978, relative change = 3.842e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -3.976, relative change = 4.088e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -3.974, relative change = 3.625e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -3.973, relative change = 3.123e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.972, relative change = 2.856e-04)
## Topic 1: three, secur, bomb, oper, polic
## Topic 2: turkey, kurdish, clash, guerrilla, violenc
## Topic 3: forc, defens, --, people’, botan
## Topic 4: say, offici, roj, se, parti
## Topic 5: r, rebel, kurd, troop, die
## Topic 6: turk, terörist, etkisiz, hale, getirildi
## Topic 7: forc, five, eight, day, kill
## Topic 8: pkk, turkish, near, border, kill
## Topic 9: kill, turkish, rebel, seven, four
## Topic 10: anatolia, kill, ten, ankara, apr
## Topic 11: dead, fight, eur, twelv, injur
## Topic 12: peopl, sixteen, view, kurdish-rel, full
## Topic 13: --, european, pkk, militari, clash
## Topic 14: six, nine, villag, guard, car
## Topic 15: turkish, iraq, kill, milit, strike
## Topic 16: soldier, two, wound, blast, mine
## Topic 17: one, civilian, suspect, least, -turkish
## Topic 18: ankara, turkish, terrorist, clash, f
## Topic 19: attack, milit, armi, kill, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -3.971, relative change = 2.759e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -3.970, relative change = 2.944e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -3.968, relative change = 3.354e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -3.967, relative change = 2.778e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.966, relative change = 2.544e-04)
## Topic 1: three, secur, bomb, oper, polic
## Topic 2: turkey, kurdish, clash, violenc, guerrilla
## Topic 3: forc, defens, --, people’, botan
## Topic 4: say, offici, roj, se, parti
## Topic 5: r, rebel, kurd, troop, die
## Topic 6: turk, terörist, etkisiz, hale, getirildi
## Topic 7: forc, five, eight, day, separatist
## Topic 8: pkk, turkish, near, border, kill
## Topic 9: kill, turkish, rebel, seven, four
## Topic 10: anatolia, kill, ten, apr, ankara
## Topic 11: dead, fight, eur, twelv, injur
## Topic 12: peopl, sixteen, view, kurdish-rel, full
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, car
## Topic 15: turkish, iraq, kill, milit, strike
## Topic 16: soldier, two, wound, blast, mine
## Topic 17: one, civilian, suspect, least, -turkish
## Topic 18: ankara, turkish, terrorist, clash, f
## Topic 19: attack, milit, armi, kill, four
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -3.965, relative change = 2.466e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -3.964, relative change = 2.679e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -3.963, relative change = 2.291e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -3.963, relative change = 2.252e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -3.962, relative change = 2.225e-04)
## Topic 1: three, secur, bomb, oper, polic
## Topic 2: turkey, kurdish, clash, violenc, guerrilla
## Topic 3: forc, defens, --, people’, botan
## Topic 4: say, offici, guerrilla, roj, se
## Topic 5: r, rebel, kurd, troop, violenc
## Topic 6: turk, terörist, etkisiz, hale, getirildi
## Topic 7: forc, five, eight, day, separatist
## Topic 8: pkk, turkish, near, border, kill
## Topic 9: kill, turkish, rebel, seven, four
## Topic 10: anatolia, kill, ten, apr, captur
## Topic 11: dead, fight, eur, injur, twelv
## Topic 12: peopl, sixteen, view, kurdish-rel, full
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, car
## Topic 15: turkish, iraq, kill, milit, strike
## Topic 16: soldier, two, wound, blast, mine
## Topic 17: one, civilian, suspect, least, -turkish
## Topic 18: ankara, turkish, terrorist, clash, f
## Topic 19: attack, milit, armi, kill, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -3.961, relative change = 2.274e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -3.960, relative change = 2.663e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -3.959, relative change = 2.746e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -3.958, relative change = 2.769e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -3.956, relative change = 2.579e-04)
## Topic 1: three, secur, bomb, oper, polic
## Topic 2: turkey, kurdish, clash, violenc, guerrilla
## Topic 3: forc, defens, --, people’, botan
## Topic 4: say, guerrilla, offici, roj, se
## Topic 5: r, rebel, kurd, troop, violenc
## Topic 6: turk, terörist, etkisiz, hale, getirildi
## Topic 7: forc, five, eight, day, separatist
## Topic 8: pkk, turkish, near, border, hit
## Topic 9: kill, turkish, rebel, seven, four
## Topic 10: anatolia, kill, ten, apr, captur
## Topic 11: dead, fight, eur, injur, twelv
## Topic 12: peopl, sixteen, view, kurdish-rel, full
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, car
## Topic 15: turkish, iraq, kill, milit, strike
## Topic 16: soldier, two, wound, blast, mine
## Topic 17: one, civilian, suspect, least, suicid
## Topic 18: ankara, turkish, terrorist, clash, f
## Topic 19: attack, milit, armi, kill, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -3.956, relative change = 2.428e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -3.955, relative change = 2.230e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -3.954, relative change = 1.923e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -3.953, relative change = 1.800e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -3.953, relative change = 1.682e-04)
## Topic 1: three, secur, bomb, oper, polic
## Topic 2: turkey, kurdish, clash, violenc, guerrilla
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, guerrilla, offici, roj, se
## Topic 5: r, rebel, kurd, troop, violenc
## Topic 6: turk, terörist, etkisiz, hale, getirildi
## Topic 7: forc, five, eight, day, separatist
## Topic 8: pkk, turkish, near, border, hit
## Topic 9: kill, turkish, rebel, seven, four
## Topic 10: anatolia, kill, ten, apr, captur
## Topic 11: dead, fight, eur, injur, leav
## Topic 12: peopl, sixteen, view, kurdish-rel, full
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, car
## Topic 15: turkish, iraq, kill, milit, --
## Topic 16: soldier, two, wound, blast, die
## Topic 17: one, civilian, suspect, least, suicid
## Topic 18: ankara, turkish, terrorist, clash, f
## Topic 19: attack, milit, armi, kill, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -3.952, relative change = 1.649e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -3.951, relative change = 1.676e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -3.951, relative change = 1.685e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -3.950, relative change = 1.847e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.949, relative change = 2.264e-04)
## Topic 1: three, secur, bomb, oper, polic
## Topic 2: turkey, kurdish, clash, violenc, guerrilla
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, guerrilla, offici, roj, se
## Topic 5: r, rebel, kurd, troop, violenc
## Topic 6: turk, terörist, --, etkisiz, hale
## Topic 7: forc, five, eight, day, separatist
## Topic 8: pkk, turkish, near, border, hit
## Topic 9: kill, turkish, rebel, seven, four
## Topic 10: anatolia, kill, ten, apr, captur
## Topic 11: dead, fight, eur, injur, leav
## Topic 12: peopl, sixteen, view, kurdish-rel, full
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, car
## Topic 15: turkish, iraq, kill, milit, --
## Topic 16: soldier, two, wound, blast, die
## Topic 17: one, civilian, suspect, least, suicid
## Topic 18: ankara, turkish, terrorist, clash, kill
## Topic 19: attack, milit, armi, kill, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -3.948, relative change = 1.517e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -3.948, relative change = 1.398e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -3.947, relative change = 1.369e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -3.947, relative change = 1.458e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -3.946, relative change = 1.634e-04)
## Topic 1: three, secur, bomb, oper, polic
## Topic 2: turkey, kurdish, clash, violenc, guerrilla
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, guerrilla, roj, se, offici
## Topic 5: r, rebel, kurd, troop, violenc
## Topic 6: turk, --, terörist, etkisiz, hale
## Topic 7: forc, five, eight, day, separatist
## Topic 8: pkk, turkish, near, border, troop
## Topic 9: kill, turkish, rebel, seven, four
## Topic 10: anatolia, kill, ten, apr, captur
## Topic 11: dead, fight, eur, injur, leav
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: turkish, iraq, kill, milit, --
## Topic 16: soldier, two, wound, blast, die
## Topic 17: one, civilian, offici, suspect, least
## Topic 18: ankara, turkish, terrorist, clash, kill
## Topic 19: attack, milit, armi, kill, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -3.945, relative change = 1.645e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -3.945, relative change = 1.348e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -3.944, relative change = 9.716e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -3.944, relative change = 9.323e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -3.944, relative change = 1.100e-04)
## Topic 1: three, secur, bomb, oper, polic
## Topic 2: turkey, kurdish, clash, violenc, unrest
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, guerrilla, roj, se, parti
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: turk, --, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, troop
## Topic 9: kill, turkish, rebel, seven, four
## Topic 10: anatolia, kill, ten, terrorist, apr
## Topic 11: dead, fight, eur, injur, leav
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: turkish, iraq, kill, milit, --
## Topic 16: soldier, two, wound, blast, die
## Topic 17: one, offici, civilian, suspect, least
## Topic 18: ankara, turkish, terrorist, clash, kill
## Topic 19: attack, milit, armi, kill, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -3.943, relative change = 1.155e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 82 (approx. per word bound = -3.943, relative change = 9.224e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 83 (approx. per word bound = -3.942, relative change = 8.568e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 84 (approx. per word bound = -3.942, relative change = 7.973e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -3.942, relative change = 7.773e-05)
## Topic 1: three, secur, bomb, oper, polic
## Topic 2: turkey, kurdish, clash, violenc, unrest
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, guerrilla, roj, se, parti
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, troop
## Topic 9: kill, turkish, rebel, seven, four
## Topic 10: anatolia, kill, terrorist, ten, apr
## Topic 11: dead, fight, eur, injur, leav
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: turkish, iraq, kill, --, milit
## Topic 16: soldier, two, wound, blast, die
## Topic 17: one, offici, civilian, suspect, least
## Topic 18: ankara, turkish, terrorist, clash, kill
## Topic 19: attack, milit, armi, kill, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 86 (approx. per word bound = -3.942, relative change = 7.620e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 87 (approx. per word bound = -3.941, relative change = 7.532e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 88 (approx. per word bound = -3.941, relative change = 7.683e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 89 (approx. per word bound = -3.941, relative change = 8.996e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 90 (approx. per word bound = -3.940, relative change = 1.445e-04)
## Topic 1: three, secur, bomb, oper, polic
## Topic 2: turkey, kurdish, clash, violenc, unrest
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, guerrilla, roj, --, se
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, troop
## Topic 9: kill, turkish, rebel, seven, four
## Topic 10: anatolia, terrorist, kill, ten, apr
## Topic 11: dead, fight, eur, injur, leav
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: turkish, iraq, kill, milit, --
## Topic 16: soldier, two, wound, blast, turkish
## Topic 17: one, offici, civilian, suspect, least
## Topic 18: ankara, turkish, terrorist, kill, clash
## Topic 19: attack, milit, armi, kill, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 91 (approx. per word bound = -3.939, relative change = 1.567e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 92 (approx. per word bound = -3.939, relative change = 7.410e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 93 (approx. per word bound = -3.939, relative change = 6.602e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 94 (approx. per word bound = -3.939, relative change = 6.595e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -3.938, relative change = 6.964e-05)
## Topic 1: three, secur, bomb, oper, polic
## Topic 2: turkey, kurdish, clash, violenc, unrest
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, guerrilla, roj, --, se
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, troop
## Topic 9: kill, turkish, rebel, seven, four
## Topic 10: anatolia, terrorist, kill, ten, apr
## Topic 11: dead, fight, eur, injur, leav
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: turkish, iraq, kill, milit, --
## Topic 16: soldier, two, turkish, wound, blast
## Topic 17: one, offici, civilian, suspect, least
## Topic 18: ankara, turkish, terrorist, kill, clash
## Topic 19: attack, milit, kill, armi, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 96 (approx. per word bound = -3.938, relative change = 7.853e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 97 (approx. per word bound = -3.938, relative change = 9.970e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 98 (approx. per word bound = -3.937, relative change = 1.431e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 99 (approx. per word bound = -3.937, relative change = 1.233e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 100 (approx. per word bound = -3.936, relative change = 1.136e-04)
## Topic 1: three, secur, bomb, polic, oper
## Topic 2: turkey, kurdish, clash, violenc, unrest
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, guerrilla, --, roj, se
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, troop
## Topic 9: kill, turkish, rebel, seven, four
## Topic 10: anatolia, terrorist, ten, apr, kill
## Topic 11: dead, fight, eur, injur, leav
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: turkish, iraq, kill, milit, --
## Topic 16: soldier, two, turkish, wound, blast
## Topic 17: one, offici, civilian, suspect, least
## Topic 18: ankara, turkish, terrorist, kill, clash
## Topic 19: attack, milit, kill, armi, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 101 (approx. per word bound = -3.936, relative change = 1.223e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 102 (approx. per word bound = -3.935, relative change = 1.347e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 103 (approx. per word bound = -3.935, relative change = 1.443e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 104 (approx. per word bound = -3.934, relative change = 1.412e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 105 (approx. per word bound = -3.934, relative change = 1.156e-04)
## Topic 1: three, secur, bomb, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, unrest
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, guerrilla, --, roj, se
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, troop
## Topic 9: kill, turkish, rebel, seven, four
## Topic 10: anatolia, terrorist, ten, apr, captur
## Topic 11: dead, fight, eur, injur, leav
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: turkish, iraq, kill, --, milit
## Topic 16: soldier, two, turkish, wound, blast
## Topic 17: one, offici, civilian, suspect, least
## Topic 18: ankara, turkish, terrorist, kill, clash
## Topic 19: attack, milit, kill, armi, four
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 106 (approx. per word bound = -3.933, relative change = 1.187e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 107 (approx. per word bound = -3.932, relative change = 1.757e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 108 (approx. per word bound = -3.932, relative change = 1.331e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 109 (approx. per word bound = -3.931, relative change = 9.638e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 110 (approx. per word bound = -3.931, relative change = 1.203e-04)
## Topic 1: three, secur, bomb, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, unrest
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, guerrilla, --, roj, se
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, troop
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ten, apr, ankara
## Topic 11: dead, fight, eur, leav, injur
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: turkish, iraq, kill, --, milit
## Topic 16: soldier, two, turkish, wound, blast
## Topic 17: one, offici, civilian, suspect, least
## Topic 18: ankara, turkish, terrorist, kill, clash
## Topic 19: attack, milit, kill, armi, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 111 (approx. per word bound = -3.930, relative change = 1.935e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 112 (approx. per word bound = -3.930, relative change = 1.795e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 113 (approx. per word bound = -3.929, relative change = 9.926e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 114 (approx. per word bound = -3.929, relative change = 8.197e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 115 (approx. per word bound = -3.929, relative change = 6.951e-05)
## Topic 1: three, secur, bomb, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, guerrilla, --, roj, se
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, troop
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ten, ankara, apr
## Topic 11: dead, fight, eur, leav, twelv
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, clash
## Topic 14: six, nine, villag, guard, death
## Topic 15: turkish, iraq, kill, --, milit
## Topic 16: soldier, two, turkish, wound, blast
## Topic 17: one, offici, civilian, suspect, least
## Topic 18: ankara, turkish, kill, terrorist, clash
## Topic 19: attack, milit, kill, armi, four
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 116 (approx. per word bound = -3.928, relative change = 6.441e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 117 (approx. per word bound = -3.928, relative change = 6.342e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 118 (approx. per word bound = -3.928, relative change = 6.916e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 119 (approx. per word bound = -3.927, relative change = 8.670e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 120 (approx. per word bound = -3.927, relative change = 1.267e-04)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, guerrilla, --, roj, se
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, troop
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, ten, apr
## Topic 11: dead, fight, eur, leav, twelv
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, clash
## Topic 14: six, nine, villag, guard, death
## Topic 15: turkish, iraq, kill, --, milit
## Topic 16: soldier, two, turkish, wound, blast
## Topic 17: one, offici, civilian, suspect, least
## Topic 18: ankara, turkish, kill, terrorist, clash
## Topic 19: attack, milit, kill, armi, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 121 (approx. per word bound = -3.926, relative change = 1.602e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 122 (approx. per word bound = -3.926, relative change = 1.579e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 123 (approx. per word bound = -3.925, relative change = 1.039e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 124 (approx. per word bound = -3.925, relative change = 6.323e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 125 (approx. per word bound = -3.925, relative change = 4.599e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, guerrilla, --, roj, se
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, troop
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, ten, apr
## Topic 11: dead, fight, eur, leav, twelv
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, clash
## Topic 14: six, nine, villag, guard, death
## Topic 15: turkish, iraq, kill, --, milit
## Topic 16: soldier, two, turkish, wound, blast
## Topic 17: one, offici, civilian, suspect, least
## Topic 18: ankara, turkish, kill, terrorist, clash
## Topic 19: attack, milit, kill, armi, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 126 (approx. per word bound = -3.925, relative change = 3.929e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 127 (approx. per word bound = -3.925, relative change = 3.709e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 128 (approx. per word bound = -3.924, relative change = 3.697e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 129 (approx. per word bound = -3.924, relative change = 3.809e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 130 (approx. per word bound = -3.924, relative change = 3.892e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, guerrilla, --, roj, dow
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, troop
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, ten, apr
## Topic 11: dead, fight, eur, leav, twelv
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, clash
## Topic 14: six, nine, villag, guard, death
## Topic 15: turkish, iraq, kill, --, milit
## Topic 16: soldier, two, turkish, wound, blast
## Topic 17: one, offici, civilian, suspect, least
## Topic 18: ankara, turkish, kill, terrorist, clash
## Topic 19: attack, milit, kill, armi, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -3.924, relative change = 4.143e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 132 (approx. per word bound = -3.924, relative change = 4.749e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 133 (approx. per word bound = -3.924, relative change = 5.287e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 134 (approx. per word bound = -3.923, relative change = 4.767e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 135 (approx. per word bound = -3.923, relative change = 4.012e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, guerrilla, --, roj, kurdish
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, hit
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, ten, apr
## Topic 11: dead, fight, eur, leav, twelv
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, clash
## Topic 14: six, nine, villag, guard, death
## Topic 15: turkish, iraq, kill, --, milit
## Topic 16: soldier, two, turkish, wound, blast
## Topic 17: one, offici, civilian, suspect, least
## Topic 18: ankara, turkish, kill, terrorist, clash
## Topic 19: attack, kill, milit, armi, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 136 (approx. per word bound = -3.923, relative change = 3.876e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 137 (approx. per word bound = -3.923, relative change = 3.828e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 138 (approx. per word bound = -3.923, relative change = 3.857e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 139 (approx. per word bound = -3.923, relative change = 3.985e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 140 (approx. per word bound = -3.922, relative change = 4.930e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, guerrilla, --, kurdish, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, hit
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, ten, apr
## Topic 11: dead, fight, eur, leav, twelv
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, clash
## Topic 14: six, nine, villag, guard, death
## Topic 15: turkish, iraq, kill, --, milit
## Topic 16: soldier, two, turkish, wound, blast
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: ankara, turkish, kill, terrorist, clash
## Topic 19: attack, kill, milit, armi, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 141 (approx. per word bound = -3.922, relative change = 7.084e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 142 (approx. per word bound = -3.922, relative change = 9.426e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 143 (approx. per word bound = -3.921, relative change = 7.835e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 144 (approx. per word bound = -3.921, relative change = 4.640e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 145 (approx. per word bound = -3.921, relative change = 3.856e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, kurdish, guerrilla, --, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, hit
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, ten, apr
## Topic 11: dead, fight, eur, leav, twelv
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, clash
## Topic 14: six, nine, villag, guard, death
## Topic 15: turkish, iraq, kill, --, milit
## Topic 16: soldier, two, turkish, blast, wound
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: ankara, turkish, kill, terrorist, clash
## Topic 19: attack, kill, milit, armi, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 146 (approx. per word bound = -3.921, relative change = 3.568e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 147 (approx. per word bound = -3.921, relative change = 3.521e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 148 (approx. per word bound = -3.921, relative change = 3.303e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 149 (approx. per word bound = -3.921, relative change = 3.449e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 150 (approx. per word bound = -3.920, relative change = 3.785e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, kurdish, guerrilla, --, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, hit
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, ten, apr
## Topic 11: dead, fight, eur, leav, twelv
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, clash
## Topic 14: six, nine, villag, guard, death
## Topic 15: turkish, iraq, kill, --, milit
## Topic 16: soldier, two, turkish, blast, wound
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: attack, kill, milit, armi, four
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 151 (approx. per word bound = -3.920, relative change = 3.462e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 152 (approx. per word bound = -3.920, relative change = 3.577e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 153 (approx. per word bound = -3.920, relative change = 3.677e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 154 (approx. per word bound = -3.920, relative change = 4.433e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 155 (approx. per word bound = -3.920, relative change = 6.355e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, kurdish, guerrilla, --, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, hit
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, ten, apr
## Topic 11: dead, fight, eur, leav, twelv
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, clash
## Topic 14: six, nine, villag, guard, death
## Topic 15: turkish, iraq, kill, --, milit
## Topic 16: soldier, two, turkish, blast, wound
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: attack, kill, milit, armi, four
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 156 (approx. per word bound = -3.919, relative change = 7.019e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 157 (approx. per word bound = -3.919, relative change = 6.255e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 158 (approx. per word bound = -3.919, relative change = 5.418e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 159 (approx. per word bound = -3.919, relative change = 4.561e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 160 (approx. per word bound = -3.919, relative change = 4.119e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, kurdish, guerrilla, --, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, hit
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, apr, captur
## Topic 11: dead, fight, eur, leav, ten
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: turkish, iraq, kill, --, milit
## Topic 16: soldier, turkish, two, blast, wound
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: attack, kill, milit, armi, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 161 (approx. per word bound = -3.918, relative change = 4.012e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 162 (approx. per word bound = -3.918, relative change = 4.137e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 163 (approx. per word bound = -3.918, relative change = 4.451e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 164 (approx. per word bound = -3.918, relative change = 3.797e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 165 (approx. per word bound = -3.918, relative change = 4.117e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, kurdish, guerrilla, --, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, hit
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, apr, captur
## Topic 11: dead, fight, eur, leav, ten
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: turkish, iraq, kill, --, milit
## Topic 16: soldier, turkish, two, blast, die
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: attack, kill, milit, armi, pkk
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 166 (approx. per word bound = -3.918, relative change = 4.580e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 167 (approx. per word bound = -3.917, relative change = 4.643e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 168 (approx. per word bound = -3.917, relative change = 3.358e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 169 (approx. per word bound = -3.917, relative change = 3.138e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 170 (approx. per word bound = -3.917, relative change = 3.250e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, kurdish, guerrilla, --, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, hit
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, apr, captur
## Topic 11: dead, fight, eur, leav, ten
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: iraq, turkish, kill, --, milit
## Topic 16: soldier, turkish, two, blast, die
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: attack, kill, milit, armi, pkk
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 171 (approx. per word bound = -3.917, relative change = 3.509e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 172 (approx. per word bound = -3.917, relative change = 3.680e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 173 (approx. per word bound = -3.917, relative change = 3.583e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 174 (approx. per word bound = -3.916, relative change = 3.335e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 175 (approx. per word bound = -3.916, relative change = 3.223e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, kurdish, guerrilla, --, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, hit
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, apr, captur
## Topic 11: dead, fight, eur, leav, ten
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: iraq, turkish, kill, --, milit
## Topic 16: soldier, turkish, two, blast, die
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: attack, kill, milit, armi, pkk
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 176 (approx. per word bound = -3.916, relative change = 3.171e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 177 (approx. per word bound = -3.916, relative change = 3.225e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 178 (approx. per word bound = -3.916, relative change = 3.538e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 179 (approx. per word bound = -3.916, relative change = 6.573e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 180 (approx. per word bound = -3.915, relative change = 8.339e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, kurdish, guerrilla, --, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, kill
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, oper, captur
## Topic 11: dead, fight, eur, leav, ten
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: iraq, turkish, kill, --, milit
## Topic 16: soldier, turkish, two, blast, die
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: attack, kill, milit, armi, pkk
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 181 (approx. per word bound = -3.915, relative change = 3.299e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 182 (approx. per word bound = -3.915, relative change = 2.954e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 183 (approx. per word bound = -3.915, relative change = 2.968e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 184 (approx. per word bound = -3.915, relative change = 3.024e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 185 (approx. per word bound = -3.915, relative change = 3.151e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, kurdish, guerrilla, --, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, kill
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, oper, ten
## Topic 11: dead, fight, eur, leav, ten
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: iraq, turkish, kill, --, milit
## Topic 16: soldier, turkish, two, blast, die
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: attack, kill, milit, armi, pkk
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 186 (approx. per word bound = -3.915, relative change = 3.325e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 187 (approx. per word bound = -3.914, relative change = 3.633e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 188 (approx. per word bound = -3.914, relative change = 4.298e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 189 (approx. per word bound = -3.914, relative change = 6.212e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 190 (approx. per word bound = -3.914, relative change = 7.904e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, kurdish, guerrilla, --, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, kill
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, oper, ten
## Topic 11: dead, fight, eur, leav, ten
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: iraq, turkish, kill, --, milit
## Topic 16: soldier, turkish, two, blast, die
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: attack, kill, milit, armi, pkk
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 191 (approx. per word bound = -3.913, relative change = 8.074e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 192 (approx. per word bound = -3.913, relative change = 5.486e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 193 (approx. per word bound = -3.913, relative change = 4.418e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 194 (approx. per word bound = -3.913, relative change = 4.077e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 195 (approx. per word bound = -3.913, relative change = 3.111e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, defens, --, people’, direct
## Topic 4: say, kurdish, guerrilla, --, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, kill
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, oper, ten
## Topic 11: dead, fight, eur, leav, ten
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: iraq, turkish, kill, --, milit
## Topic 16: soldier, turkish, two, blast, die
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: attack, kill, milit, armi, pkk
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 196 (approx. per word bound = -3.913, relative change = 2.810e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 197 (approx. per word bound = -3.913, relative change = 2.759e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 198 (approx. per word bound = -3.912, relative change = 2.728e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 199 (approx. per word bound = -3.912, relative change = 2.844e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 200 (approx. per word bound = -3.912, relative change = 3.064e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, --, defens, people’, direct
## Topic 4: say, kurdish, guerrilla, --, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, kill
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, oper, ten
## Topic 11: dead, fight, eur, leav, ten
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: iraq, turkish, kill, --, milit
## Topic 16: soldier, turkish, two, blast, die
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: attack, kill, milit, armi, pkk
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 201 (approx. per word bound = -3.912, relative change = 3.528e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 202 (approx. per word bound = -3.912, relative change = 3.657e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 203 (approx. per word bound = -3.912, relative change = 4.000e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 204 (approx. per word bound = -3.912, relative change = 4.159e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 205 (approx. per word bound = -3.911, relative change = 4.540e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, --, defens, people’, direct
## Topic 4: say, kurdish, guerrilla, --, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, kill
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, oper, ten
## Topic 11: dead, fight, eur, leav, ten
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: iraq, turkish, kill, --, milit
## Topic 16: soldier, turkish, two, blast, die
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: attack, kill, milit, armi, pkk
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 206 (approx. per word bound = -3.911, relative change = 4.605e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 207 (approx. per word bound = -3.911, relative change = 4.800e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 208 (approx. per word bound = -3.911, relative change = 3.959e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 209 (approx. per word bound = -3.911, relative change = 3.610e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 210 (approx. per word bound = -3.911, relative change = 3.487e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, --, defens, people’, direct
## Topic 4: say, kurdish, guerrilla, --, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, kill
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, oper, ten
## Topic 11: dead, fight, eur, leav, ten
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: iraq, turkish, kill, --, milit
## Topic 16: soldier, turkish, two, blast, die
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: attack, kill, milit, pkk, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 211 (approx. per word bound = -3.910, relative change = 3.497e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 212 (approx. per word bound = -3.910, relative change = 3.573e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 213 (approx. per word bound = -3.910, relative change = 3.826e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 214 (approx. per word bound = -3.910, relative change = 3.978e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 215 (approx. per word bound = -3.910, relative change = 3.638e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, --, defens, people’, direct
## Topic 4: say, kurdish, guerrilla, --, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, hit
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, kill, oper
## Topic 11: dead, fight, eur, leav, ten
## Topic 12: peopl, view, kurdish-rel, full, profil
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: iraq, turkish, kill, --, milit
## Topic 16: soldier, turkish, two, blast, die
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: kill, attack, milit, pkk, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 216 (approx. per word bound = -3.910, relative change = 3.458e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 217 (approx. per word bound = -3.910, relative change = 3.490e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 218 (approx. per word bound = -3.909, relative change = 3.534e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 219 (approx. per word bound = -3.909, relative change = 4.198e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 220 (approx. per word bound = -3.909, relative change = 7.445e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, --, defens, people’, direct
## Topic 4: say, kurdish, guerrilla, --, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, hit
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, kill, oper
## Topic 11: dead, fight, eur, leav, ten
## Topic 12: peopl, view, full, kurdish-rel, profil
## Topic 13: --, european, pkk, militari, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: iraq, turkish, kill, --, milit
## Topic 16: soldier, turkish, two, blast, attack
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: kill, attack, milit, pkk, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 221 (approx. per word bound = -3.909, relative change = 1.134e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 222 (approx. per word bound = -3.908, relative change = 3.856e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 223 (approx. per word bound = -3.908, relative change = 2.702e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 224 (approx. per word bound = -3.908, relative change = 2.542e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 225 (approx. per word bound = -3.908, relative change = 2.507e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, rebellion
## Topic 3: forc, --, defens, people’, direct
## Topic 4: say, kurdish, --, guerrilla, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, hit
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, kill, oper
## Topic 11: dead, fight, eur, leav, ten
## Topic 12: peopl, view, full, kurdish-rel, profil
## Topic 13: --, european, pkk, militari, clash
## Topic 14: six, nine, villag, guard, death
## Topic 15: iraq, turkish, kill, --, milit
## Topic 16: soldier, turkish, two, attack, blast
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: kill, attack, milit, pkk, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 226 (approx. per word bound = -3.908, relative change = 2.634e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 227 (approx. per word bound = -3.908, relative change = 2.516e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 228 (approx. per word bound = -3.908, relative change = 2.358e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 229 (approx. per word bound = -3.908, relative change = 2.375e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 230 (approx. per word bound = -3.908, relative change = 2.397e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, fresh
## Topic 3: forc, --, defens, people’, direct
## Topic 4: say, kurdish, --, guerrilla, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, hit
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, kill, oper
## Topic 11: dead, fight, eur, leav, ten
## Topic 12: peopl, view, full, kurdish-rel, profil
## Topic 13: --, european, pkk, militari, clash
## Topic 14: six, nine, villag, guard, death
## Topic 15: iraq, turkish, kill, --, milit
## Topic 16: soldier, turkish, two, attack, blast
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: kill, attack, milit, pkk, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 231 (approx. per word bound = -3.908, relative change = 2.514e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 232 (approx. per word bound = -3.907, relative change = 2.666e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 233 (approx. per word bound = -3.907, relative change = 2.762e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 234 (approx. per word bound = -3.907, relative change = 3.251e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 235 (approx. per word bound = -3.907, relative change = 5.969e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, fresh
## Topic 3: forc, --, defens, people’, direct
## Topic 4: say, kurdish, --, guerrilla, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, hit
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, kill, oper
## Topic 11: dead, fight, eur, leav, ten
## Topic 12: peopl, view, full, kurdish-rel, profil
## Topic 13: --, european, pkk, militari, clash
## Topic 14: six, nine, villag, guard, death
## Topic 15: iraq, turkish, kill, --, milit
## Topic 16: soldier, turkish, two, attack, blast
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: kill, attack, milit, pkk, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 236 (approx. per word bound = -3.907, relative change = 3.908e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 237 (approx. per word bound = -3.907, relative change = 2.631e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 238 (approx. per word bound = -3.907, relative change = 2.101e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 239 (approx. per word bound = -3.907, relative change = 2.013e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 240 (approx. per word bound = -3.906, relative change = 1.983e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, fresh
## Topic 3: forc, --, defens, people’, direct
## Topic 4: say, kurdish, --, guerrilla, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, near, border, armi
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, kill, oper
## Topic 11: dead, fight, eur, leav, ten
## Topic 12: peopl, view, full, kurdish-rel, profil
## Topic 13: --, european, pkk, militari, clash
## Topic 14: six, nine, villag, guard, death
## Topic 15: iraq, turkish, kill, --, milit
## Topic 16: soldier, turkish, two, attack, blast
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: kill, attack, milit, pkk, armi
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 241 (approx. per word bound = -3.906, relative change = 1.958e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 242 (approx. per word bound = -3.906, relative change = 1.919e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 243 (approx. per word bound = -3.906, relative change = 1.916e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 244 (approx. per word bound = -3.906, relative change = 1.878e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 245 (approx. per word bound = -3.906, relative change = 1.912e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, fresh
## Topic 3: forc, --, defens, people’, direct
## Topic 4: say, kurdish, --, guerrilla, roj
## Topic 5: r, kurd, rebel, troop, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, armi, near, border
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, kill, oper
## Topic 11: dead, fight, eur, leav, ten
## Topic 12: peopl, view, full, kurdish-rel, profil
## Topic 13: --, european, pkk, militari, clash
## Topic 14: six, nine, villag, guard, death
## Topic 15: iraq, turkish, kill, --, milit
## Topic 16: soldier, turkish, two, attack, blast
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: kill, attack, milit, pkk, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 246 (approx. per word bound = -3.906, relative change = 1.894e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 247 (approx. per word bound = -3.906, relative change = 1.891e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 248 (approx. per word bound = -3.906, relative change = 1.789e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 249 (approx. per word bound = -3.906, relative change = 1.575e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 250 (approx. per word bound = -3.906, relative change = 1.477e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, fresh
## Topic 3: forc, --, defens, people’, direct
## Topic 4: say, kurdish, --, guerrilla, roj
## Topic 5: r, kurd, troop, rebel, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, turkish, armi, near, border
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, kill, oper
## Topic 11: dead, fight, eur, leav, ten
## Topic 12: peopl, view, full, kurdish-rel, profil
## Topic 13: --, european, pkk, militari, clash
## Topic 14: six, nine, villag, guard, death
## Topic 15: iraq, turkish, kill, --, milit
## Topic 16: soldier, turkish, two, attack, blast
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: kill, attack, milit, pkk, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 251 (approx. per word bound = -3.906, relative change = 1.414e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 252 (approx. per word bound = -3.906, relative change = 1.242e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 253 (approx. per word bound = -3.906, relative change = 1.159e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 254 (approx. per word bound = -3.906, relative change = 1.280e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 255 (approx. per word bound = -3.905, relative change = 1.844e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, fresh
## Topic 3: forc, --, defens, people’, direct
## Topic 4: say, kurdish, --, guerrilla, roj
## Topic 5: r, kurd, troop, rebel, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: pkk, armi, turkish, near, border
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, kill, oper
## Topic 11: dead, fight, eur, leav, ten
## Topic 12: peopl, view, full, kurdish-rel, profil
## Topic 13: --, european, pkk, clash, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: iraq, turkish, kill, --, milit
## Topic 16: soldier, turkish, two, attack, blast
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: kill, attack, milit, pkk, turkish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 256 (approx. per word bound = -3.905, relative change = 1.662e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 257 (approx. per word bound = -3.905, relative change = 1.436e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 258 (approx. per word bound = -3.905, relative change = 2.898e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 259 (approx. per word bound = -3.905, relative change = 5.254e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 260 (approx. per word bound = -3.905, relative change = 1.032e-05)
## Topic 1: three, bomb, secur, polic, offic
## Topic 2: turkey, kurdish, clash, violenc, fresh
## Topic 3: forc, --, defens, people’, direct
## Topic 4: say, kurdish, --, guerrilla, turkey
## Topic 5: r, kurd, troop, rebel, violenc
## Topic 6: --, turk, terörist, etkisiz, hale
## Topic 7: forc, five, eight, separatist, day
## Topic 8: armi, pkk, turkish, near, border
## Topic 9: kill, rebel, turkish, seven, four
## Topic 10: anatolia, terrorist, ankara, kill, oper
## Topic 11: dead, fight, eur, leav, ten
## Topic 12: peopl, view, full, kurdish-rel, profil
## Topic 13: --, european, pkk, clash, provinc
## Topic 14: six, nine, villag, guard, death
## Topic 15: iraq, turkish, kill, --, milit
## Topic 16: soldier, turkish, two, attack, blast
## Topic 17: one, offici, civilian, injur, suspect
## Topic 18: turkish, ankara, kill, clash, terrorist
## Topic 19: kill, attack, milit, pkk, turkish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ....................
## Recovering initialization...
## ..................
## Initialization complete.
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -5.060)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.762, relative change = 5.897e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.583, relative change = 3.765e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.461, relative change = 2.660e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.372, relative change = 1.995e-02)
## Topic 1: ankara, soldier, troop, guerrilla, turkish
## Topic 2: rebel, peopl, turk, forc, twenti
## Topic 3: provinc, -turkish, kurdistan, ÅŸehit, daili
## Topic 4: turkish, forc, two, roj, rocket
## Topic 5: clash, kill, f, turkish, terrorist
## Topic 6: say, turkey, clash, militari, kill
## Topic 7: pkk, --, kill, turkish, turkey
## Topic 8: --, kill, european, pkk, bomb
## Topic 9: r, kill, kurd, secur, violenc
## Topic 10: clash, separatist, one, jun, fifteen
## Topic 11: turkish, kill, captur, eur, villag
## Topic 12: --, people’, forc, view, full
## Topic 13: defens, terörist, getirildi, neutral, dakika
## Topic 14: iraq, six, --, fight, turkish
## Topic 15: attack, --, kill, turkish, wound
## Topic 16: milit, three, kill, --, turkish
## Topic 17: turkey, kurdish, kill, die, one
## Topic 18: turkish, four, dead, nine, iraqi
## Topic 19: terrorist, --, kill, anatolia, secur
## Topic 20: --, kurdish, turkish, kill, jet
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.304, relative change = 1.560e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.249, relative change = 1.270e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.208, relative change = 9.718e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.176, relative change = 7.609e-03)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.149, relative change = 6.332e-03)
## Topic 1: ankara, troop, soldier, turkish, guerrilla
## Topic 2: rebel, peopl, turk, twenti, eighteen
## Topic 3: provinc, -turkish, kurdistan, civilian, ÅŸehit
## Topic 4: turkish, forc, two, roj, rocket
## Topic 5: clash, turkish, kill, f, terrorist
## Topic 6: say, turkey, militari, kill, politika
## Topic 7: pkk, --, kill, offici, turkish
## Topic 8: --, kill, european, soldier, bomb
## Topic 9: r, kill, kurd, violenc, five
## Topic 10: one, separatist, offic, suspect, fifteen
## Topic 11: turkish, captur, member, eur, villag
## Topic 12: --, forc, people’, view, full
## Topic 13: defens, peopl, terörist, hale, getirildi
## Topic 14: iraq, six, --, fight, turkish
## Topic 15: attack, soldier, --, kill, turkish
## Topic 16: milit, three, kill, --, armi
## Topic 17: turkey, kurdish, kill, die, dow
## Topic 18: four, dead, turkish, nine, iraqi
## Topic 19: secur, terrorist, kill, anatolia, apr
## Topic 20: --, turkish, kurdish, kill, jet
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.128, relative change = 4.995e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.113, relative change = 3.789e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.100, relative change = 3.020e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.090, relative change = 2.510e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.081, relative change = 2.329e-03)
## Topic 1: ankara, troop, turkish, soldier, guerrilla
## Topic 2: rebel, turk, peopl, twenti, eighteen
## Topic 3: provinc, kurdistan, ÅŸehit, daili, peopl
## Topic 4: turkish, forc, two, roj, iraq-
## Topic 5: clash, kill, turkish, f, terrorist
## Topic 6: say, turkey, militari, kill, politika
## Topic 7: pkk, --, kill, iraqi, offici
## Topic 8: --, kill, european, soldier, two
## Topic 9: r, kill, kurd, violenc, seven
## Topic 10: one, offic, separatist, suspect, fifteen
## Topic 11: captur, member, eur, villag, turkish
## Topic 12: --, forc, people’, view, full
## Topic 13: defens, peopl, terörist, etkisiz, hale
## Topic 14: iraq, six, --, turkish, fight
## Topic 15: attack, soldier, --, turkish, kill
## Topic 16: three, milit, kill, --, armi
## Topic 17: turkey, kurdish, kill, die, dow
## Topic 18: four, dead, nine, turkish, twelv
## Topic 19: secur, kill, terrorist, anatolia, apr
## Topic 20: --, kurdish, turkish, kill, target
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.072, relative change = 2.152e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.063, relative change = 2.040e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.056, relative change = 1.803e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.050, relative change = 1.492e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.045, relative change = 1.336e-03)
## Topic 1: ankara, troop, turkish, soldier, guerrilla
## Topic 2: rebel, turk, peopl, hideout, grow
## Topic 3: provinc, peopl, kurdistan, ÅŸehit, daili
## Topic 4: turkish, forc, two, roj, iraq-
## Topic 5: clash, kill, turkish, f, terrorist
## Topic 6: say, turkey, militari, kill, politika
## Topic 7: pkk, --, kill, iraqi, offici
## Topic 8: --, kill, european, soldier, two
## Topic 9: r, kill, kurd, violenc, seven
## Topic 10: six, one, offic, separatist, clash
## Topic 11: captur, member, eur, villag, guard
## Topic 12: --, forc, people’, view, full
## Topic 13: defens, peopl, terörist, etkisiz, hale
## Topic 14: iraq, --, turkish, strike, air
## Topic 15: attack, soldier, turkish, kill, --
## Topic 16: three, kill, milit, --, armi
## Topic 17: turkey, kurdish, kill, die, dow
## Topic 18: four, dead, nine, twelv, leav
## Topic 19: secur, terrorist, kill, anatolia, apr
## Topic 20: --, kurdish, turkish, kill, target
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.040, relative change = 1.119e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.036, relative change = 9.875e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.032, relative change = 9.535e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.029, relative change = 8.504e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.025, relative change = 8.407e-04)
## Topic 1: ankara, turkish, troop, soldier, guerrilla
## Topic 2: rebel, turk, peopl, hideout, grow
## Topic 3: provinc, peopl, ÅŸehit, daili, rudaw
## Topic 4: turkish, forc, two, roj, iraq-
## Topic 5: clash, kill, f, turkish, ankara
## Topic 6: say, turkey, militari, kill, politika
## Topic 7: pkk, --, kill, iraqi, offici
## Topic 8: --, kill, european, two, soldier
## Topic 9: r, kill, kurd, violenc, seven
## Topic 10: six, one, clash, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: --, forc, people’, defens, view
## Topic 13: defens, peopl, terörist, etkisiz, hale
## Topic 14: iraq, --, turkish, strike, kill
## Topic 15: attack, soldier, turkish, kill, wound
## Topic 16: three, kill, milit, --, armi
## Topic 17: turkey, kurdish, die, kill, dow
## Topic 18: four, dead, nine, twelv, leav
## Topic 19: terrorist, kill, secur, anatolia, apr
## Topic 20: --, kurdish, turkish, kill, target
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.022, relative change = 8.499e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.018, relative change = 9.657e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.014, relative change = 1.099e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.010, relative change = 1.001e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.006, relative change = 9.194e-04)
## Topic 1: ankara, turkish, troop, soldier, _f
## Topic 2: rebel, turk, peopl, hideout, grow
## Topic 3: provinc, peopl, ÅŸehit, daili, --
## Topic 4: turkish, forc, two, roj, iraq-
## Topic 5: clash, kill, f, ankara, turkish
## Topic 6: say, turkey, militari, guerrilla, kill
## Topic 7: pkk, --, kill, offici, turkish
## Topic 8: --, kill, european, two, bomb
## Topic 9: r, kill, kurd, violenc, seven
## Topic 10: six, one, clash, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: --, forc, people’, defens, view
## Topic 13: defens, peopl, terörist, etkisiz, hale
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, wound
## Topic 16: three, kill, milit, --, armi
## Topic 17: turkey, kurdish, die, kill, dow
## Topic 18: four, dead, nine, twelv, leav
## Topic 19: terrorist, kill, secur, anatolia, apr
## Topic 20: --, kurdish, turkish, -turkey, target
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.003, relative change = 8.539e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -3.999, relative change = 8.675e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -3.996, relative change = 7.001e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -3.994, relative change = 6.585e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -3.991, relative change = 6.232e-04)
## Topic 1: turkish, troop, ankara, soldier, _f
## Topic 2: rebel, turk, peopl, hideout, grow
## Topic 3: provinc, peopl, --, ÅŸehit, daili
## Topic 4: turkish, forc, two, roj, iraq-
## Topic 5: clash, kill, ankara, f, turkish
## Topic 6: say, turkey, militari, guerrilla, politika
## Topic 7: pkk, --, kill, offici, turkish
## Topic 8: --, kill, european, two, bomb
## Topic 9: r, kill, kurd, violenc, seven
## Topic 10: six, clash, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, --, defens, people’, view
## Topic 13: peopl, defens, --, terörist, etkisiz
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, wound
## Topic 16: three, kill, milit, kurdish, --
## Topic 17: turkey, kurdish, die, kill, dow
## Topic 18: four, dead, nine, twelv, leav
## Topic 19: terrorist, kill, secur, anatolia, apr
## Topic 20: --, kurdish, turkish, kurd, -turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -3.989, relative change = 6.205e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -3.986, relative change = 5.707e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -3.984, relative change = 5.404e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -3.982, relative change = 4.865e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -3.981, relative change = 4.668e-04)
## Topic 1: turkish, troop, ankara, soldier, _f
## Topic 2: rebel, turk, peopl, minibus, focus-turk
## Topic 3: --, provinc, peopl, ÅŸehit, daili
## Topic 4: turkish, forc, two, roj, iraq-
## Topic 5: ankara, clash, kill, f, turkish
## Topic 6: say, turkey, militari, guerrilla, clash
## Topic 7: pkk, --, offici, kill, turkey
## Topic 8: --, kill, european, two, bomb
## Topic 9: r, kill, kurd, violenc, seven
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, --, defens, people’, view
## Topic 13: peopl, --, terörist, etkisiz, hale
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, wound
## Topic 16: three, kill, milit, kurdish, armi
## Topic 17: turkey, kurdish, die, kill, dow
## Topic 18: four, dead, nine, twelv, leav
## Topic 19: terrorist, secur, kill, anatolia, apr
## Topic 20: --, kurdish, kurd, turkish, -turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -3.979, relative change = 4.761e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -3.977, relative change = 5.161e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -3.974, relative change = 5.759e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -3.972, relative change = 5.276e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.970, relative change = 4.447e-04)
## Topic 1: turkish, troop, soldier, _f, ankara
## Topic 2: rebel, turk, focus-turk, tourist, battalion
## Topic 3: --, peopl, provinc, ÅŸehit, daili
## Topic 4: turkish, forc, two, roj, copenhagen-bas
## Topic 5: ankara, kill, clash, f, turkish
## Topic 6: say, turkey, militari, clash, guerrilla
## Topic 7: pkk, --, offici, kill, turkey
## Topic 8: --, kill, european, two, bomb
## Topic 9: r, kill, kurd, violenc, seven
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: peopl, --, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, wound
## Topic 16: three, kill, milit, kurdish, armi
## Topic 17: turkey, kurdish, die, kill, violenc
## Topic 18: four, dead, nine, fight, twelv
## Topic 19: terrorist, secur, kill, anatolia, apr
## Topic 20: --, kurd, kurdish, turkish, -turkey
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -3.969, relative change = 3.726e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -3.968, relative change = 3.303e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -3.966, relative change = 3.106e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -3.965, relative change = 3.012e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.964, relative change = 2.886e-04)
## Topic 1: turkish, troop, soldier, _f, eleven
## Topic 2: rebel, turk, focus-turk, tourist, battalion
## Topic 3: --, peopl, provinc, ÅŸehit, daili
## Topic 4: turkish, forc, two, roj, copenhagen-bas
## Topic 5: ankara, kill, clash, f, turkish
## Topic 6: say, turkey, militari, clash, guerrilla
## Topic 7: pkk, offici, --, turkey, kill
## Topic 8: --, kill, european, two, bomb
## Topic 9: r, kill, kurd, violenc, seven
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: peopl, --, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, wound
## Topic 16: three, kill, milit, kurdish, armi
## Topic 17: turkey, kurdish, die, kill, violenc
## Topic 18: four, dead, nine, fight, twelv
## Topic 19: terrorist, secur, kill, anatolia, apr
## Topic 20: --, kurd, kurdish, turkish, -turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -3.963, relative change = 2.826e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -3.962, relative change = 2.749e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -3.961, relative change = 2.688e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -3.960, relative change = 3.013e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -3.958, relative change = 4.291e-04)
## Topic 1: turkish, troop, soldier, _f, eleven
## Topic 2: rebel, turk, focus-turk, tourist, battalion
## Topic 3: --, peopl, provinc, ÅŸehit, daili
## Topic 4: turkish, forc, two, roj, copenhagen-bas
## Topic 5: ankara, kill, clash, f, turkish
## Topic 6: say, turkey, militari, clash, guerrilla
## Topic 7: pkk, offici, turkey, --, near
## Topic 8: --, kill, european, two, bomb
## Topic 9: r, kill, kurd, violenc, conflict
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: peopl, --, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, wound
## Topic 16: three, kill, milit, kurdish, armi
## Topic 17: turkey, kurdish, die, violenc, kill
## Topic 18: four, dead, nine, fight, twelv
## Topic 19: terrorist, secur, anatolia, kill, apr
## Topic 20: --, kurd, kurdish, turkish, -turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -3.957, relative change = 3.181e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -3.955, relative change = 3.199e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -3.954, relative change = 3.205e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -3.953, relative change = 3.080e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -3.952, relative change = 2.924e-04)
## Topic 1: turkish, troop, soldier, eleven, guerrilla
## Topic 2: rebel, turk, focus-turk, tourist, sixty-on
## Topic 3: --, peopl, provinc, ÅŸehit, daili
## Topic 4: forc, turkish, two, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, f, clash
## Topic 6: say, turkey, militari, clash, guerrilla
## Topic 7: pkk, turkey, offici, near, --
## Topic 8: --, kill, european, two, bomb
## Topic 9: r, kill, kurd, violenc, conflict
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: peopl, --, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, wound
## Topic 16: three, milit, kill, kurdish, armi
## Topic 17: turkey, kurdish, die, violenc, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, terrorist, anatolia, kill, apr
## Topic 20: --, kurd, kurdish, turkish, -turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -3.950, relative change = 3.178e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -3.949, relative change = 3.073e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -3.948, relative change = 2.752e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -3.947, relative change = 2.540e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -3.946, relative change = 2.101e-04)
## Topic 1: turkish, troop, soldier, eleven, guerrilla
## Topic 2: rebel, turk, focus-turk, tourist, sixty-on
## Topic 3: --, peopl, provinc, ÅŸehit, daili
## Topic 4: forc, turkish, two, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, f, clash
## Topic 6: say, turkey, militari, clash, guerrilla
## Topic 7: pkk, turkey, offici, civilian, near
## Topic 8: --, kill, european, two, bomb
## Topic 9: r, kill, kurd, violenc, conflict
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: peopl, --, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: three, milit, kurdish, kill, armi
## Topic 17: turkey, kurdish, die, violenc, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, terrorist, anatolia, kill, apr
## Topic 20: --, kurd, kurdish, -turkey, turkish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -3.946, relative change = 1.956e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -3.945, relative change = 1.793e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -3.944, relative change = 1.803e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -3.943, relative change = 1.906e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.943, relative change = 1.549e-04)
## Topic 1: turkish, troop, soldier, eleven, guerrilla
## Topic 2: rebel, turk, focus-turk, tourist, sixty-on
## Topic 3: --, peopl, ÅŸehit, daili, provinc
## Topic 4: forc, turkish, two, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, f, terrorist
## Topic 6: say, turkey, militari, clash, guerrilla
## Topic 7: pkk, turkey, offici, civilian, near
## Topic 8: --, kill, european, two, bomb
## Topic 9: r, kill, kurd, violenc, conflict
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: peopl, --, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: three, milit, kurdish, kill, armi
## Topic 17: turkey, kurdish, die, violenc, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, terrorist, anatolia, kill, apr
## Topic 20: --, kurd, kurdish, -turkey, hpg
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -3.942, relative change = 1.590e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -3.941, relative change = 2.343e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -3.940, relative change = 1.963e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -3.940, relative change = 1.438e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -3.939, relative change = 1.430e-04)
## Topic 1: turkish, troop, soldier, eleven, guerrilla
## Topic 2: rebel, turk, focus-turk, tourist, sixty-on
## Topic 3: --, peopl, ÅŸehit, daili, provinc
## Topic 4: forc, turkish, two, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, f, terrorist
## Topic 6: say, turkey, militari, guerrilla, clash
## Topic 7: pkk, turkey, offici, civilian, near
## Topic 8: --, kill, european, two, bomb
## Topic 9: r, kill, kurd, violenc, troop
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: peopl, --, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: three, kurdish, milit, kill, armi
## Topic 17: turkey, kurdish, die, violenc, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, apr
## Topic 20: --, kurd, kurdish, rebel, -turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -3.939, relative change = 1.478e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -3.938, relative change = 1.536e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -3.938, relative change = 1.537e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -3.937, relative change = 1.490e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -3.936, relative change = 1.490e-04)
## Topic 1: turkish, troop, soldier, eleven, guerrilla
## Topic 2: rebel, turk, focus-turk, tourist, sixty-on
## Topic 3: --, peopl, ÅŸehit, daili, rudaw
## Topic 4: forc, turkish, two, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: say, turkey, militari, guerrilla, conflict
## Topic 7: pkk, turkey, offici, civilian, near
## Topic 8: --, kill, european, two, bomb
## Topic 9: r, kill, kurd, troop, violenc
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: peopl, --, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: three, kurdish, milit, kill, armi
## Topic 17: turkey, kurdish, die, violenc, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, apr
## Topic 20: --, kurd, rebel, kurdish, -turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -3.936, relative change = 1.527e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 82 (approx. per word bound = -3.935, relative change = 1.546e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 83 (approx. per word bound = -3.935, relative change = 1.527e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 84 (approx. per word bound = -3.934, relative change = 1.449e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -3.933, relative change = 1.311e-04)
## Topic 1: turkish, troop, soldier, eleven, guerrilla
## Topic 2: rebel, turk, focus-turk, tourist, sixty-on
## Topic 3: --, peopl, ÅŸehit, daili, rudaw
## Topic 4: forc, turkish, two, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: say, turkey, militari, conflict, guerrilla
## Topic 7: pkk, turkey, near, civilian, offici
## Topic 8: --, kill, european, two, bomb
## Topic 9: r, kill, kurd, troop, violenc
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: peopl, --, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, milit
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: three, kurdish, milit, kill, armi
## Topic 17: turkey, kurdish, die, violenc, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, apr
## Topic 20: --, kurd, rebel, kurdish, -turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 86 (approx. per word bound = -3.933, relative change = 1.191e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 87 (approx. per word bound = -3.933, relative change = 1.125e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 88 (approx. per word bound = -3.932, relative change = 1.114e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 89 (approx. per word bound = -3.932, relative change = 1.038e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 90 (approx. per word bound = -3.931, relative change = 9.264e-05)
## Topic 1: turkish, troop, soldier, eleven, guerrilla
## Topic 2: rebel, turk, focus-turk, tourist, sixty-on
## Topic 3: --, peopl, ÅŸehit, daili, rudaw
## Topic 4: forc, turkish, two, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: say, turkey, militari, conflict, guerrilla
## Topic 7: pkk, turkey, near, civilian, middl
## Topic 8: --, kill, european, two, bomb
## Topic 9: r, kill, kurd, troop, violenc
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: peopl, --, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, milit
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: three, kurdish, milit, kill, armi
## Topic 17: turkey, kurdish, die, violenc, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, apr
## Topic 20: --, kurd, rebel, kurdish, -turkey
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 91 (approx. per word bound = -3.931, relative change = 9.297e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 92 (approx. per word bound = -3.931, relative change = 9.746e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 93 (approx. per word bound = -3.930, relative change = 1.011e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 94 (approx. per word bound = -3.930, relative change = 9.766e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -3.929, relative change = 9.733e-05)
## Topic 1: turkish, troop, soldier, eleven, kill
## Topic 2: rebel, turk, focus-turk, tourist, focus-
## Topic 3: --, peopl, ÅŸehit, daili, rudaw
## Topic 4: forc, turkish, two, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: say, turkey, militari, conflict, guerrilla
## Topic 7: pkk, turkey, near, civilian, middl
## Topic 8: --, kill, european, two, bomb
## Topic 9: r, kill, kurd, troop, violenc
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: peopl, --, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, milit
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: three, kurdish, milit, kill, armi
## Topic 17: turkey, kurdish, die, violenc, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, apr
## Topic 20: --, kurd, rebel, kurdish, -turkey
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 96 (approx. per word bound = -3.929, relative change = 1.003e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 97 (approx. per word bound = -3.929, relative change = 1.036e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 98 (approx. per word bound = -3.928, relative change = 1.037e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 99 (approx. per word bound = -3.928, relative change = 1.067e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 100 (approx. per word bound = -3.927, relative change = 1.085e-04)
## Topic 1: turkish, troop, soldier, eleven, kill
## Topic 2: rebel, turk, troop, focus-turk, focus-
## Topic 3: --, peopl, ÅŸehit, daili, anadolu
## Topic 4: forc, turkish, two, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: say, turkey, militari, conflict, guerrilla
## Topic 7: pkk, turkey, near, civilian, middl
## Topic 8: --, kill, european, two, bomb
## Topic 9: r, kill, kurd, troop, violenc
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: peopl, --, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, milit
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: three, kurdish, milit, kill, armi
## Topic 17: turkey, kurdish, die, violenc, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, apr
## Topic 20: --, kurd, rebel, kurdish, -turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 101 (approx. per word bound = -3.927, relative change = 1.059e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 102 (approx. per word bound = -3.927, relative change = 1.025e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 103 (approx. per word bound = -3.926, relative change = 1.032e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 104 (approx. per word bound = -3.926, relative change = 1.039e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 105 (approx. per word bound = -3.925, relative change = 1.049e-04)
## Topic 1: turkish, troop, soldier, kill, eleven
## Topic 2: rebel, turk, troop, focus-turk, focus-
## Topic 3: --, peopl, ÅŸehit, daili, anadolu
## Topic 4: forc, two, turkish, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: say, turkey, militari, conflict, kurdish
## Topic 7: pkk, turkey, near, civilian, middl
## Topic 8: --, kill, european, two, bomb
## Topic 9: r, kill, kurd, troop, violenc
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: peopl, --, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, milit
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: three, kurdish, milit, kill, armi
## Topic 17: turkey, kurdish, die, violenc, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, apr
## Topic 20: --, kurd, rebel, kurdish, -turkey
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 106 (approx. per word bound = -3.925, relative change = 1.085e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 107 (approx. per word bound = -3.924, relative change = 1.140e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 108 (approx. per word bound = -3.924, relative change = 1.149e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 109 (approx. per word bound = -3.924, relative change = 1.184e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 110 (approx. per word bound = -3.923, relative change = 1.246e-04)
## Topic 1: turkish, troop, soldier, kill, eleven
## Topic 2: rebel, turk, troop, focus, focus-turk
## Topic 3: --, peopl, ÅŸehit, daili, anadolu
## Topic 4: forc, two, turkish, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: say, turkey, militari, conflict, kurdish
## Topic 7: pkk, turkey, near, civilian, middl
## Topic 8: --, kill, european, two, bomb
## Topic 9: r, kill, kurd, troop, eight
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, milit
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: three, kurdish, kill, milit, armi
## Topic 17: turkey, kurdish, die, violenc, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, apr
## Topic 20: --, kurd, rebel, kurdish, -turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 111 (approx. per word bound = -3.923, relative change = 1.053e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 112 (approx. per word bound = -3.922, relative change = 9.186e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 113 (approx. per word bound = -3.922, relative change = 8.799e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 114 (approx. per word bound = -3.922, relative change = 9.079e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 115 (approx. per word bound = -3.921, relative change = 9.248e-05)
## Topic 1: turkish, troop, soldier, kill, london
## Topic 2: rebel, turk, troop, focus, focus-turk
## Topic 3: --, peopl, ÅŸehit, daili, anadolu
## Topic 4: forc, two, turkish, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: say, turkey, militari, kurdish, conflict
## Topic 7: pkk, turkey, near, civilian, middl
## Topic 8: --, kill, european, two, bomb
## Topic 9: r, kill, kurd, troop, eight
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, milit
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: three, kurdish, kill, milit, armi
## Topic 17: turkey, kurdish, die, violenc, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, apr
## Topic 20: --, kurd, rebel, kurdish, -turkey
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 116 (approx. per word bound = -3.921, relative change = 8.897e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 117 (approx. per word bound = -3.921, relative change = 8.793e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 118 (approx. per word bound = -3.920, relative change = 9.401e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 119 (approx. per word bound = -3.920, relative change = 1.013e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 120 (approx. per word bound = -3.919, relative change = 1.104e-04)
## Topic 1: turkish, soldier, troop, kill, london
## Topic 2: rebel, turk, troop, focus, focus-turk
## Topic 3: --, peopl, ÅŸehit, daili, anadolu
## Topic 4: forc, two, turkish, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: say, turkey, kurdish, militari, conflict
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, european, two, turkey
## Topic 9: r, kill, kurd, troop, eight
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, milit
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: three, kurdish, kill, milit, armi
## Topic 17: turkey, kurdish, die, violenc, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, apr
## Topic 20: --, rebel, kurd, kurdish, -turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 121 (approx. per word bound = -3.919, relative change = 1.226e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 122 (approx. per word bound = -3.918, relative change = 1.355e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 123 (approx. per word bound = -3.918, relative change = 1.469e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 124 (approx. per word bound = -3.917, relative change = 1.578e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 125 (approx. per word bound = -3.917, relative change = 1.614e-04)
## Topic 1: turkish, soldier, kill, troop, london
## Topic 2: rebel, turk, troop, focus-turk, focus-
## Topic 3: --, peopl, ÅŸehit, daili, anadolu
## Topic 4: forc, two, turkish, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: say, turkey, kurdish, militari, conflict
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, european, two, turkey
## Topic 9: r, kill, kurd, troop, eight
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, milit
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: kurdish, kill, milit, three, armi
## Topic 17: turkey, kurdish, die, violenc, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, apr
## Topic 20: --, rebel, kurd, kurdish, -turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 126 (approx. per word bound = -3.916, relative change = 1.491e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 127 (approx. per word bound = -3.915, relative change = 1.398e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 128 (approx. per word bound = -3.915, relative change = 1.207e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 129 (approx. per word bound = -3.915, relative change = 1.037e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 130 (approx. per word bound = -3.914, relative change = 9.061e-05)
## Topic 1: turkish, soldier, kill, troop, london
## Topic 2: rebel, turk, troop, kurd, focus-turk
## Topic 3: --, peopl, ÅŸehit, daili, anadolu
## Topic 4: forc, two, turkish, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: say, turkey, kurdish, militari, conflict
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, european, two, turkey
## Topic 9: r, kill, kurd, troop, eight
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, milit
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: kurdish, kill, milit, turkish, armi
## Topic 17: turkey, kurdish, die, violenc, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, apr
## Topic 20: --, rebel, kurd, kurdish, -turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -3.914, relative change = 7.951e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 132 (approx. per word bound = -3.914, relative change = 7.108e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 133 (approx. per word bound = -3.913, relative change = 6.689e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 134 (approx. per word bound = -3.913, relative change = 6.410e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 135 (approx. per word bound = -3.913, relative change = 6.279e-05)
## Topic 1: turkish, kill, soldier, troop, three
## Topic 2: rebel, troop, turk, kurd, focus-turk
## Topic 3: --, peopl, ÅŸehit, daili, anadolu
## Topic 4: forc, two, turkish, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: say, turkey, kurdish, militari, conflict
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, european, two, turkey
## Topic 9: r, kill, kurd, troop, eight
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: kill, kurdish, milit, turkish, --
## Topic 17: turkey, kurdish, die, violenc, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, apr
## Topic 20: --, rebel, kurd, kurdish, -turkey
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 136 (approx. per word bound = -3.913, relative change = 6.673e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 137 (approx. per word bound = -3.912, relative change = 7.983e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 138 (approx. per word bound = -3.912, relative change = 8.000e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 139 (approx. per word bound = -3.912, relative change = 6.732e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 140 (approx. per word bound = -3.911, relative change = 6.144e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, turk, kurd, focus-turk
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: forc, two, turkish, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: say, turkey, kurdish, militari, conflict
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, european, two, turkey
## Topic 9: r, kill, kurd, troop, eight
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: kill, kurdish, milit, --, turkish
## Topic 17: turkey, kurdish, violenc, die, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, apr
## Topic 20: --, rebel, kurd, kurdish, hpg
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 141 (approx. per word bound = -3.911, relative change = 6.051e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 142 (approx. per word bound = -3.911, relative change = 6.078e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 143 (approx. per word bound = -3.911, relative change = 6.314e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 144 (approx. per word bound = -3.910, relative change = 7.070e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 145 (approx. per word bound = -3.910, relative change = 8.491e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, turk, kurd, focus-turk
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: forc, turkish, two, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: say, turkey, kurdish, conflict, militari
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, european, two, turkey
## Topic 9: r, kill, kurd, troop, eight
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: kill, kurdish, milit, --, turkish
## Topic 17: turkey, kurdish, violenc, die, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, apr
## Topic 20: --, rebel, kurd, kurdish, hpg
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 146 (approx. per word bound = -3.910, relative change = 1.074e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 147 (approx. per word bound = -3.909, relative change = 1.142e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 148 (approx. per word bound = -3.909, relative change = 1.199e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 149 (approx. per word bound = -3.908, relative change = 1.100e-04)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 150 (approx. per word bound = -3.908, relative change = 9.638e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, turk, kurd, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: forc, turkish, two, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: say, turkey, kurdish, conflict, kurd
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, european, two, turkey
## Topic 9: r, kill, kurd, troop, eight
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: kill, kurdish, milit, --, turkish
## Topic 17: turkey, kurdish, violenc, die, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, oper
## Topic 20: --, rebel, kurd, kurdish, hpg
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 151 (approx. per word bound = -3.908, relative change = 8.252e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 152 (approx. per word bound = -3.907, relative change = 7.227e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 153 (approx. per word bound = -3.907, relative change = 6.212e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 154 (approx. per word bound = -3.907, relative change = 5.783e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 155 (approx. per word bound = -3.907, relative change = 5.921e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, turk, kurd, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: forc, turkish, two, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: say, turkey, kurdish, conflict, kurd
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, european, two, turkey
## Topic 9: r, kill, kurd, troop, eight
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: kill, kurdish, --, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, oper
## Topic 20: --, rebel, kurd, kurdish, hpg
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 156 (approx. per word bound = -3.906, relative change = 6.295e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 157 (approx. per word bound = -3.906, relative change = 7.377e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 158 (approx. per word bound = -3.906, relative change = 7.290e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 159 (approx. per word bound = -3.906, relative change = 6.752e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 160 (approx. per word bound = -3.905, relative change = 6.935e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, turk, kurd, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: forc, turkish, two, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: say, turkey, kurdish, kurd, conflict
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, european, two, turkey
## Topic 9: r, kill, kurd, troop, seven
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: kill, kurdish, --, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, oper
## Topic 20: --, rebel, kurd, kurdish, hpg
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 161 (approx. per word bound = -3.905, relative change = 6.951e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 162 (approx. per word bound = -3.905, relative change = 5.821e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 163 (approx. per word bound = -3.905, relative change = 5.824e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 164 (approx. per word bound = -3.904, relative change = 6.270e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 165 (approx. per word bound = -3.904, relative change = 6.925e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, turk, kurd, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: forc, turkish, two, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, conflict
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, european, turkey, two
## Topic 9: r, kill, kurd, troop, seven
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: kill, kurdish, --, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, oper
## Topic 20: --, rebel, kurd, kurdish, hpg
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 166 (approx. per word bound = -3.904, relative change = 8.411e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 167 (approx. per word bound = -3.903, relative change = 8.755e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 168 (approx. per word bound = -3.903, relative change = 8.262e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 169 (approx. per word bound = -3.903, relative change = 7.690e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 170 (approx. per word bound = -3.903, relative change = 5.571e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, turk, kurd, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: forc, turkish, two, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, conflict
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, european, turkey, two
## Topic 9: r, kill, kurd, troop, seven
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: kurdish, kill, --, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, kill
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, oper
## Topic 20: --, rebel, kurd, kurdish, hpg
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 171 (approx. per word bound = -3.902, relative change = 4.730e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 172 (approx. per word bound = -3.902, relative change = 4.246e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 173 (approx. per word bound = -3.902, relative change = 3.967e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 174 (approx. per word bound = -3.902, relative change = 4.027e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 175 (approx. per word bound = -3.902, relative change = 4.603e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, turk, kurd, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: forc, turkish, two, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, conflict
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, european, turkey, two
## Topic 9: r, kill, kurd, troop, seven
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: kurdish, kill, --, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, oper
## Topic 20: --, rebel, kurd, kurdish, say
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 176 (approx. per word bound = -3.901, relative change = 5.731e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 177 (approx. per word bound = -3.901, relative change = 4.336e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 178 (approx. per word bound = -3.901, relative change = 3.713e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 179 (approx. per word bound = -3.901, relative change = 4.013e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 180 (approx. per word bound = -3.901, relative change = 4.623e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, turk, kurd, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: forc, turkish, two, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, conflict
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, european, turkey, two
## Topic 9: r, kill, kurd, troop, seven
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, member, eur, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: kurdish, kill, --, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, oper
## Topic 20: --, rebel, kurd, kurdish, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 181 (approx. per word bound = -3.901, relative change = 5.147e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 182 (approx. per word bound = -3.900, relative change = 5.456e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 183 (approx. per word bound = -3.900, relative change = 6.465e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 184 (approx. per word bound = -3.900, relative change = 4.373e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 185 (approx. per word bound = -3.900, relative change = 3.717e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, turk, kurd, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: forc, turkish, two, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, conflict
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, seven
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: kurdish, kill, --, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, forc
## Topic 20: --, rebel, kurd, say, kurdish
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 186 (approx. per word bound = -3.900, relative change = 3.897e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 187 (approx. per word bound = -3.899, relative change = 4.712e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 188 (approx. per word bound = -3.899, relative change = 5.038e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 189 (approx. per word bound = -3.899, relative change = 4.479e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 190 (approx. per word bound = -3.899, relative change = 3.673e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, turk, kurd, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, forc, two, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, conflict
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, seven
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, forc
## Topic 20: --, rebel, kurd, say, kurdish
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 191 (approx. per word bound = -3.899, relative change = 3.127e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 192 (approx. per word bound = -3.899, relative change = 2.802e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 193 (approx. per word bound = -3.899, relative change = 2.711e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 194 (approx. per word bound = -3.899, relative change = 2.704e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 195 (approx. per word bound = -3.898, relative change = 2.847e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, turk, kurd, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, forc, two, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, conflict
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, seven
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, forc
## Topic 20: --, rebel, say, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 196 (approx. per word bound = -3.898, relative change = 2.692e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 197 (approx. per word bound = -3.898, relative change = 2.361e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 198 (approx. per word bound = -3.898, relative change = 2.197e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 199 (approx. per word bound = -3.898, relative change = 2.278e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 200 (approx. per word bound = -3.898, relative change = 2.498e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, turk, kurd, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, conflict
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, seven
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, kill, forc
## Topic 20: --, rebel, say, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 201 (approx. per word bound = -3.898, relative change = 2.708e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 202 (approx. per word bound = -3.898, relative change = 2.531e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 203 (approx. per word bound = -3.898, relative change = 2.499e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 204 (approx. per word bound = -3.898, relative change = 2.424e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 205 (approx. per word bound = -3.897, relative change = 2.345e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, turk, kurd, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, conflict
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, seven
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, etkisiz, hale
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, forc, kill
## Topic 20: --, rebel, say, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 206 (approx. per word bound = -3.897, relative change = 2.525e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 207 (approx. per word bound = -3.897, relative change = 2.864e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 208 (approx. per word bound = -3.897, relative change = 3.236e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 209 (approx. per word bound = -3.897, relative change = 3.530e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 210 (approx. per word bound = -3.897, relative change = 3.659e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, turk, kurd, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, conflict
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, seven
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, etkisiz, defens
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, terrorist, forc, kill
## Topic 20: --, rebel, say, kurd, kurdish
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 211 (approx. per word bound = -3.897, relative change = 3.734e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 212 (approx. per word bound = -3.897, relative change = 3.792e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 213 (approx. per word bound = -3.896, relative change = 3.826e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 214 (approx. per word bound = -3.896, relative change = 3.773e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 215 (approx. per word bound = -3.896, relative change = 3.669e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, turk, kurd, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, seven
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, defens, etkisiz
## Topic 14: --, iraq, turkish, kill, strike
## Topic 15: soldier, turkish, attack, kill, wound
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, forc, terrorist, kill
## Topic 20: --, rebel, say, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 216 (approx. per word bound = -3.896, relative change = 3.533e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 217 (approx. per word bound = -3.896, relative change = 3.542e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 218 (approx. per word bound = -3.896, relative change = 3.700e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 219 (approx. per word bound = -3.896, relative change = 4.111e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 220 (approx. per word bound = -3.895, relative change = 4.713e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, turk, kurd, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, seven
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, terörist, defens, etkisiz
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, wound
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, forc, terrorist, kill
## Topic 20: --, rebel, say, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 221 (approx. per word bound = -3.895, relative change = 5.319e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 222 (approx. per word bound = -3.895, relative change = 5.631e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 223 (approx. per word bound = -3.895, relative change = 6.166e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 224 (approx. per word bound = -3.894, relative change = 6.865e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 225 (approx. per word bound = -3.894, relative change = 7.337e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, kurd, turk, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, seven
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, terörist, etkisiz
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, wound
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, forc, terrorist, kill
## Topic 20: --, rebel, say, kurd, kurdish
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 226 (approx. per word bound = -3.894, relative change = 7.195e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 227 (approx. per word bound = -3.894, relative change = 7.135e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 228 (approx. per word bound = -3.893, relative change = 6.970e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 229 (approx. per word bound = -3.893, relative change = 6.874e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 230 (approx. per word bound = -3.893, relative change = 6.722e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, kurd, turk, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, seven
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, terörist, etkisiz
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, three
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, forc, terrorist, kill
## Topic 20: --, say, rebel, kurd, kurdish
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 231 (approx. per word bound = -3.893, relative change = 6.059e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 232 (approx. per word bound = -3.892, relative change = 5.162e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 233 (approx. per word bound = -3.892, relative change = 4.474e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 234 (approx. per word bound = -3.892, relative change = 3.997e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 235 (approx. per word bound = -3.892, relative change = 3.518e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, kurd, militia, focus-turk
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, seven
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, terörist, etkisiz
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, three
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, forc, terrorist, kill
## Topic 20: --, say, rebel, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 236 (approx. per word bound = -3.892, relative change = 3.438e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 237 (approx. per word bound = -3.892, relative change = 2.269e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 238 (approx. per word bound = -3.892, relative change = 3.066e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 239 (approx. per word bound = -3.891, relative change = 2.934e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 240 (approx. per word bound = -3.891, relative change = 2.390e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, kurd, militia, focus-turk
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, seven
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, terörist, etkisiz
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, three, kill
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, forc, terrorist, kill
## Topic 20: --, say, rebel, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 241 (approx. per word bound = -3.891, relative change = 2.047e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 242 (approx. per word bound = -3.891, relative change = 1.848e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 243 (approx. per word bound = -3.891, relative change = 1.707e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 244 (approx. per word bound = -3.891, relative change = 1.651e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 245 (approx. per word bound = -3.891, relative change = 1.673e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, kurd, militia, focus-turk
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, seven
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, terörist, etkisiz
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, three, kill
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, forc, terrorist, kill
## Topic 20: --, say, rebel, kurd, kurdish
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 246 (approx. per word bound = -3.891, relative change = 1.839e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 247 (approx. per word bound = -3.891, relative change = 2.008e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 248 (approx. per word bound = -3.891, relative change = 2.334e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 249 (approx. per word bound = -3.891, relative change = 2.611e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 250 (approx. per word bound = -3.891, relative change = 2.439e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, kurd, militia, focus-turk
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, terörist, etkisiz
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, three, kill
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, forc, terrorist, kill
## Topic 20: --, say, rebel, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 251 (approx. per word bound = -3.890, relative change = 1.910e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 252 (approx. per word bound = -3.890, relative change = 1.510e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 253 (approx. per word bound = -3.890, relative change = 1.538e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 254 (approx. per word bound = -3.890, relative change = 1.782e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 255 (approx. per word bound = -3.890, relative change = 1.908e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, kurd, militia, focus-turk
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, terörist, etkisiz
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, three, kill
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, forc, terrorist, kill
## Topic 20: --, say, rebel, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 256 (approx. per word bound = -3.890, relative change = 1.271e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 257 (approx. per word bound = -3.890, relative change = 1.172e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 258 (approx. per word bound = -3.890, relative change = 1.242e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 259 (approx. per word bound = -3.890, relative change = 1.210e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 260 (approx. per word bound = -3.890, relative change = 1.184e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, kurd, militia, focus-turk
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, terörist, etkisiz
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, three, kill
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, forc, terrorist, kill
## Topic 20: --, say, rebel, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 261 (approx. per word bound = -3.890, relative change = 1.222e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 262 (approx. per word bound = -3.890, relative change = 1.286e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 263 (approx. per word bound = -3.890, relative change = 1.311e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 264 (approx. per word bound = -3.890, relative change = 1.362e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 265 (approx. per word bound = -3.890, relative change = 1.300e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, kurd, militia, focus-turk
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, terörist, etkisiz
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, three, kill
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, forc, terrorist, kill
## Topic 20: --, say, rebel, kurd, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 266 (approx. per word bound = -3.890, relative change = 1.263e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 267 (approx. per word bound = -3.890, relative change = 1.184e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 268 (approx. per word bound = -3.890, relative change = 1.143e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 269 (approx. per word bound = -3.890, relative change = 1.121e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 270 (approx. per word bound = -3.889, relative change = 1.112e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, kurd, militia, focus-turk
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, terörist, etkisiz
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, three, kill
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, forc, terrorist, kill
## Topic 20: --, say, rebel, kurd, kurdish
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 271 (approx. per word bound = -3.889, relative change = 1.228e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 272 (approx. per word bound = -3.889, relative change = 1.305e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 273 (approx. per word bound = -3.889, relative change = 1.342e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 274 (approx. per word bound = -3.889, relative change = 1.299e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 275 (approx. per word bound = -3.889, relative change = 1.373e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, kurd, militia, focus-turk
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, terörist, etkisiz
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, three, kill
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, forc, terrorist, kill
## Topic 20: --, say, rebel, kurd, european
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 276 (approx. per word bound = -3.889, relative change = 1.537e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 277 (approx. per word bound = -3.889, relative change = 1.466e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 278 (approx. per word bound = -3.889, relative change = 1.604e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 279 (approx. per word bound = -3.889, relative change = 1.426e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 280 (approx. per word bound = -3.889, relative change = 1.469e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, kurd, militia, focus-turk
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, terörist, forc
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, three, kill
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, forc, terrorist, kill
## Topic 20: --, say, rebel, european, kurd
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 281 (approx. per word bound = -3.889, relative change = 1.801e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 282 (approx. per word bound = -3.889, relative change = 2.507e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 283 (approx. per word bound = -3.889, relative change = 3.472e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 284 (approx. per word bound = -3.889, relative change = 3.636e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 285 (approx. per word bound = -3.888, relative change = 2.730e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, kurd, militia, focus-turk
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, terörist, forc
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, three, kill
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, forc, terrorist, kill
## Topic 20: --, say, rebel, european, kurd
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 286 (approx. per word bound = -3.888, relative change = 2.146e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 287 (approx. per word bound = -3.888, relative change = 2.072e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 288 (approx. per word bound = -3.888, relative change = 1.947e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 289 (approx. per word bound = -3.888, relative change = 1.775e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 290 (approx. per word bound = -3.888, relative change = 1.625e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, kurd, militia, fresh
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, terörist, forc
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, three, kill
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, forc, terrorist, kill
## Topic 20: --, say, rebel, european, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 291 (approx. per word bound = -3.888, relative change = 1.552e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 292 (approx. per word bound = -3.888, relative change = 1.717e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 293 (approx. per word bound = -3.888, relative change = 1.888e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 294 (approx. per word bound = -3.888, relative change = 1.903e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 295 (approx. per word bound = -3.888, relative change = 1.710e-05)
## Topic 1: turkish, kill, soldier, three, london
## Topic 2: rebel, troop, kurd, fresh, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, turkey, near, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, terörist, forc
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, three, kill
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, anatolia, forc, terrorist, kill
## Topic 20: --, say, rebel, european, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 296 (approx. per word bound = -3.888, relative change = 1.830e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 297 (approx. per word bound = -3.888, relative change = 1.920e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 298 (approx. per word bound = -3.887, relative change = 1.322e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 299 (approx. per word bound = -3.887, relative change = 1.228e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 300 (approx. per word bound = -3.887, relative change = 1.405e-05)
## Topic 1: turkish, kill, soldier, three, day
## Topic 2: rebel, troop, kurd, fresh, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, near, turkey, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, terörist, forc
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, three, kill
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, forc, anatolia, terrorist, kill
## Topic 20: --, say, rebel, european, kurd
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 301 (approx. per word bound = -3.887, relative change = 1.448e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 302 (approx. per word bound = -3.887, relative change = 1.456e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 303 (approx. per word bound = -3.887, relative change = 1.710e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 304 (approx. per word bound = -3.887, relative change = 2.016e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 305 (approx. per word bound = -3.887, relative change = 1.529e-05)
## Topic 1: turkish, kill, soldier, three, day
## Topic 2: rebel, troop, kurd, fresh, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, near, turkey, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, terörist, forc
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, three, kill
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, forc, anatolia, terrorist, kill
## Topic 20: --, say, rebel, european, kurd
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 306 (approx. per word bound = -3.887, relative change = 1.329e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 307 (approx. per word bound = -3.887, relative change = 1.395e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 308 (approx. per word bound = -3.887, relative change = 1.430e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 309 (approx. per word bound = -3.887, relative change = 1.354e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 310 (approx. per word bound = -3.887, relative change = 1.393e-05)
## Topic 1: turkish, kill, soldier, three, day
## Topic 2: rebel, troop, kurd, fresh, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, near, turkey, civilian, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, terörist, forc
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, three, kill
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, forc, anatolia, terrorist, kill
## Topic 20: --, say, rebel, european, kurd
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 311 (approx. per word bound = -3.887, relative change = 1.584e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 312 (approx. per word bound = -3.887, relative change = 2.065e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 313 (approx. per word bound = -3.887, relative change = 2.920e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 314 (approx. per word bound = -3.886, relative change = 3.907e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 315 (approx. per word bound = -3.886, relative change = 4.404e-05)
## Topic 1: turkish, kill, soldier, three, day
## Topic 2: rebel, troop, kurd, fresh, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, rudaw
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, near, civilian, turkey, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, forc, terörist
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, three, kill
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, forc, anatolia, terrorist, kill
## Topic 20: --, say, rebel, european, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 316 (approx. per word bound = -3.886, relative change = 3.964e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 317 (approx. per word bound = -3.886, relative change = 3.138e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 318 (approx. per word bound = -3.886, relative change = 2.639e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 319 (approx. per word bound = -3.886, relative change = 2.391e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 320 (approx. per word bound = -3.886, relative change = 2.256e-05)
## Topic 1: turkish, kill, soldier, three, day
## Topic 2: rebel, troop, kurd, fresh, militia
## Topic 3: --, peopl, ÅŸehit, anadolu, terrorist
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, near, civilian, turkey, border
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, forc, terörist
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, three, kill
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, forc, anatolia, terrorist, kill
## Topic 20: --, say, rebel, european, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 321 (approx. per word bound = -3.886, relative change = 2.422e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 322 (approx. per word bound = -3.885, relative change = 2.582e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 323 (approx. per word bound = -3.885, relative change = 2.315e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 324 (approx. per word bound = -3.885, relative change = 1.701e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 325 (approx. per word bound = -3.885, relative change = 1.326e-05)
## Topic 1: turkish, kill, soldier, three, day
## Topic 2: rebel, troop, kurd, fresh, militia
## Topic 3: --, peopl, ÅŸehit, terrorist, anadolu
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, near, civilian, border, offici
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, offic, separatist
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, forc, terörist
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, three
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, forc, anatolia, terrorist, kill
## Topic 20: --, say, rebel, european, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 326 (approx. per word bound = -3.885, relative change = 1.180e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 327 (approx. per word bound = -3.885, relative change = 1.149e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 328 (approx. per word bound = -3.885, relative change = 1.249e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 329 (approx. per word bound = -3.885, relative change = 1.331e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 330 (approx. per word bound = -3.885, relative change = 1.476e-05)
## Topic 1: turkish, kill, soldier, three, day
## Topic 2: rebel, troop, kurd, fresh, militia
## Topic 3: --, peopl, ÅŸehit, terrorist, anadolu
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, near, civilian, border, offici
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, separatist, offic
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, forc, terörist
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, three
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, forc, anatolia, terrorist, kill
## Topic 20: --, say, rebel, european, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 331 (approx. per word bound = -3.885, relative change = 2.035e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 332 (approx. per word bound = -3.885, relative change = 3.412e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 333 (approx. per word bound = -3.885, relative change = 3.844e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 334 (approx. per word bound = -3.885, relative change = 2.633e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 335 (approx. per word bound = -3.884, relative change = 1.792e-05)
## Topic 1: turkish, kill, soldier, three, day
## Topic 2: rebel, troop, kurd, fresh, militia
## Topic 3: --, peopl, ÅŸehit, terrorist, anadolu
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, near, civilian, border, offici
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, separatist, offic
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, forc, terörist
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, three
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, forc, anatolia, terrorist, kill
## Topic 20: --, say, rebel, european, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 336 (approx. per word bound = -3.884, relative change = 1.424e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 337 (approx. per word bound = -3.884, relative change = 1.273e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 338 (approx. per word bound = -3.884, relative change = 1.240e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 339 (approx. per word bound = -3.884, relative change = 1.269e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 340 (approx. per word bound = -3.884, relative change = 1.377e-05)
## Topic 1: turkish, kill, soldier, three, day
## Topic 2: rebel, troop, kurd, fresh, militia
## Topic 3: --, peopl, ÅŸehit, terrorist, anadolu
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, near, civilian, border, offici
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, separatist, offic
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, forc, terörist
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, three
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, forc, anatolia, terrorist, kill
## Topic 20: --, say, rebel, european, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 341 (approx. per word bound = -3.884, relative change = 1.461e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 342 (approx. per word bound = -3.884, relative change = 1.431e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 343 (approx. per word bound = -3.884, relative change = 1.396e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 344 (approx. per word bound = -3.884, relative change = 1.424e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 345 (approx. per word bound = -3.884, relative change = 1.354e-05)
## Topic 1: turkish, kill, soldier, three, day
## Topic 2: rebel, troop, kurd, fresh, militia
## Topic 3: --, peopl, ÅŸehit, terrorist, anadolu
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, near, civilian, border, offici
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, separatist, offic
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, forc, terörist
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, three
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, forc, anatolia, terrorist, kill
## Topic 20: --, say, rebel, european, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 346 (approx. per word bound = -3.884, relative change = 1.154e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 347 (approx. per word bound = -3.884, relative change = 1.092e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 348 (approx. per word bound = -3.884, relative change = 1.539e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 349 (approx. per word bound = -3.884, relative change = 3.924e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 350 (approx. per word bound = -3.883, relative change = 9.638e-05)
## Topic 1: turkish, kill, soldier, three, day
## Topic 2: rebel, troop, kurd, fresh, militia
## Topic 3: --, peopl, ÅŸehit, terrorist, anadolu
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, near, civilian, border, offici
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, separatist, offic
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, forc, terörist
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, three
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, forc, anatolia, terrorist, kill
## Topic 20: --, say, rebel, european, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 351 (approx. per word bound = -3.883, relative change = 3.854e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 352 (approx. per word bound = -3.883, relative change = 1.640e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 353 (approx. per word bound = -3.883, relative change = 1.413e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 354 (approx. per word bound = -3.883, relative change = 1.470e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 355 (approx. per word bound = -3.883, relative change = 1.574e-05)
## Topic 1: turkish, kill, soldier, three, day
## Topic 2: rebel, troop, kurd, fresh, militia
## Topic 3: --, peopl, ÅŸehit, terrorist, anadolu
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, near, civilian, border, offici
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, separatist, offic
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, forc, terörist
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, three
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, forc, anatolia, terrorist, kill
## Topic 20: --, say, european, rebel, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 356 (approx. per word bound = -3.883, relative change = 1.879e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 357 (approx. per word bound = -3.883, relative change = 2.092e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 358 (approx. per word bound = -3.883, relative change = 1.802e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 359 (approx. per word bound = -3.883, relative change = 2.019e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 360 (approx. per word bound = -3.883, relative change = 1.846e-05)
## Topic 1: turkish, kill, soldier, three, day
## Topic 2: rebel, troop, kurd, fresh, militia
## Topic 3: --, peopl, ÅŸehit, terrorist, anadolu
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, near, civilian, border, offici
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, separatist, offic
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, forc, terörist
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, three
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, forc, anatolia, terrorist, kill
## Topic 20: --, say, european, rebel, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 361 (approx. per word bound = -3.882, relative change = 1.564e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 362 (approx. per word bound = -3.882, relative change = 1.384e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 363 (approx. per word bound = -3.882, relative change = 1.481e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 364 (approx. per word bound = -3.882, relative change = 1.548e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 365 (approx. per word bound = -3.882, relative change = 1.646e-05)
## Topic 1: turkish, kill, soldier, three, day
## Topic 2: rebel, troop, kurd, fresh, militia
## Topic 3: --, peopl, ÅŸehit, terrorist, anadolu
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, near, civilian, border, offici
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, separatist, offic
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, forc, terörist
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, three
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, forc, anatolia, terrorist, kill
## Topic 20: --, say, european, rebel, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 366 (approx. per word bound = -3.882, relative change = 1.841e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 367 (approx. per word bound = -3.882, relative change = 2.566e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 368 (approx. per word bound = -3.882, relative change = 2.999e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 369 (approx. per word bound = -3.882, relative change = 2.669e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 370 (approx. per word bound = -3.882, relative change = 2.443e-05)
## Topic 1: turkish, kill, soldier, three, day
## Topic 2: rebel, troop, kurd, fresh, militia
## Topic 3: --, peopl, ÅŸehit, terrorist, anadolu
## Topic 4: turkish, two, forc, roj, copenhagen-bas
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, kill
## Topic 7: pkk, near, civilian, border, offici
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, separatist, offic
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, forc, terörist
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, three
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, forc, anatolia, terrorist, kill
## Topic 20: --, say, european, rebel, kurdish
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 371 (approx. per word bound = -3.882, relative change = 2.449e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 372 (approx. per word bound = -3.882, relative change = 2.548e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 373 (approx. per word bound = -3.881, relative change = 2.997e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 374 (approx. per word bound = -3.881, relative change = 9.006e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 375 (approx. per word bound = -3.880, relative change = 1.888e-04)
## Topic 1: turkish, kill, soldier, three, day
## Topic 2: rebel, troop, kurd, fresh, militia
## Topic 3: --, peopl, ÅŸehit, terrorist, anadolu
## Topic 4: turkish, two, forc, roj, kill
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, conflict
## Topic 7: pkk, near, civilian, border, offici
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, separatist, offic
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, forc, terörist
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, three
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, forc, anatolia, terrorist, kill
## Topic 20: --, say, european, rebel, kurdish
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 376 (approx. per word bound = -3.880, relative change = 2.881e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 377 (approx. per word bound = -3.880, relative change = 2.630e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 378 (approx. per word bound = -3.880, relative change = 2.779e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 379 (approx. per word bound = -3.880, relative change = 3.342e-05)
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Completing Iteration 380 (approx. per word bound = -3.880, relative change = 4.870e-05)
## Topic 1: turkish, kill, soldier, three, day
## Topic 2: rebel, troop, kurd, fresh, militia
## Topic 3: --, peopl, ÅŸehit, terrorist, anadolu
## Topic 4: turkish, two, forc, roj, kill
## Topic 5: ankara, kill, turkish, terrorist, f
## Topic 6: turkey, say, kurdish, kurd, conflict
## Topic 7: pkk, near, civilian, border, offici
## Topic 8: --, kill, turkey, european, two
## Topic 9: r, kill, kurd, troop, rebel
## Topic 10: clash, six, one, separatist, offic
## Topic 11: captur, eur, member, villag, guard
## Topic 12: forc, defens, --, people’, view
## Topic 13: --, peopl, defens, forc, terörist
## Topic 14: iraq, --, turkish, kill, strike
## Topic 15: soldier, attack, turkish, kill, three
## Topic 16: kurdish, --, kill, milit, turkish
## Topic 17: turkey, kurdish, violenc, die, eight
## Topic 18: four, dead, nine, fight, leav
## Topic 19: secur, forc, anatolia, terrorist, kill
## Topic 20: --, say, european, rebel, kurdish
## ....................................................................................................
## Completed E-Step (1 seconds).
## Completed M-Step.
## Model Converged
## [1] "check plot"
## AQAP: expectation is that three is more ideal
sk.aqap <- group.searchK(groupID= "-aqap",
data=ged.aqap,
kmax=20)
## [1] 916 49
## Warning: 'dfm.corpus()' is deprecated. Use 'tokens()' first.
## Warning: min_nchar, ngrams arguments are not used.
## Warning: '...' should not be used for tokens() arguments; use 'tokens()' first.
## Warning: min_nchar, ngrams arguments are not used.
## Warning: min_nchar, ngrams arguments are not used.
## Warning: 'remove' is deprecated; use dfm_remove() instead
## Warning: 'stem' is deprecated; use dfm_wordstem() instead
## Warning in stm(documents = heldout$documents, vocab = heldout$vocab, K = k, :
## K=2 is equivalent to a unidimensional scaling model which you may prefer.
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ..
## Recovering initialization...
## ......
## Initialization complete.
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.367)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ...
## Recovering initialization...
## ......
## Initialization complete.
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.601)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.441, relative change = 3.478e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.403, relative change = 8.553e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.387, relative change = 3.557e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.379, relative change = 1.845e-03)
## Topic 1: --, yemen, kill, qaeda, suspect
## Topic 2: milit, armi, middl, offic, strike
## Topic 3: soldier, yemeni, offici, aden, al-qa'idah
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.374, relative change = 1.104e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.371, relative change = 7.282e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.369, relative change = 5.165e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.367, relative change = 3.844e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.366, relative change = 2.970e-04)
## Topic 1: --, yemen, kill, qaeda, suspect
## Topic 2: milit, armi, middl, drone, offic
## Topic 3: soldier, yemeni, offici, aden, al-qa'idah
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
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## Topic 1: --, yemen, kill, qaeda, suspect
## Topic 2: milit, armi, middl, drone, offic
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Completing Iteration 80 (approx. per word bound = -4.347, relative change = 9.806e-05)
## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Completing Iteration 90 (approx. per word bound = -4.344, relative change = 1.419e-04)
## Topic 1: --, yemen, kill, qaeda, suspect
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## Completing Iteration 95 (approx. per word bound = -4.336, relative change = 4.554e-04)
## Topic 1: --, yemen, kill, qaeda, suspect
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## Completing Iteration 96 (approx. per word bound = -4.335, relative change = 4.049e-04)
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## Completing Iteration 100 (approx. per word bound = -4.330, relative change = 1.835e-04)
## Topic 1: --, yemen, kill, qaeda, suspect
## Topic 2: milit, armi, middl, drone, offic
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## Completing Iteration 105 (approx. per word bound = -4.327, relative change = 1.364e-04)
## Topic 1: --, yemen, kill, qaeda, suspect
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## Completing Iteration 110 (approx. per word bound = -4.325, relative change = 1.002e-04)
## Topic 1: --, yemen, kill, qaeda, suspect
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## Completing Iteration 115 (approx. per word bound = -4.323, relative change = 7.848e-05)
## Topic 1: --, yemen, kill, qaeda, suspect
## Topic 2: milit, armi, middl, drone, offic
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## Completing Iteration 116 (approx. per word bound = -4.323, relative change = 7.288e-05)
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## Completing Iteration 120 (approx. per word bound = -4.321, relative change = 6.739e-05)
## Topic 1: --, yemen, kill, qaeda, suspect
## Topic 2: milit, armi, middl, drone, offic
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## Topic 1: --, yemen, kill, qaeda, suspect
## Topic 2: milit, armi, drone, middl, offic
## Topic 3: soldier, yemeni, offici, al-qa'idah, troop
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## Topic 1: --, yemen, kill, qaeda, suspect
## Topic 2: milit, armi, drone, --, offic
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Completing Iteration 185 (approx. per word bound = -4.306, relative change = 2.682e-05)
## Topic 1: --, yemen, kill, qaeda, suspect
## Topic 2: --, kill, milit, armi, gunmen
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## Completing Iteration 186 (approx. per word bound = -4.306, relative change = 2.653e-05)
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## Completing Iteration 190 (approx. per word bound = -4.305, relative change = 2.910e-05)
## Topic 1: --, yemen, kill, qaeda, suspect
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## Topic 1: --, yemen, kill, qaeda, suspect
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## Completing Iteration 200 (approx. per word bound = -4.303, relative change = 5.906e-05)
## Topic 1: --, yemen, qaeda, kill, suspect
## Topic 2: kill, --, milit, armi, gunmen
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## Topic 1: --, yemen, qaeda, kill, suspect
## Topic 2: kill, --, milit, armi, gunmen
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## Completing Iteration 210 (approx. per word bound = -4.301, relative change = 5.279e-05)
## Topic 1: --, yemen, qaeda, kill, suspect
## Topic 2: kill, --, milit, armi, gunmen
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## Completing Iteration 211 (approx. per word bound = -4.301, relative change = 5.368e-05)
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## Completing Iteration 215 (approx. per word bound = -4.300, relative change = 4.710e-05)
## Topic 1: --, yemen, qaeda, kill, suspect
## Topic 2: kill, --, milit, armi, gunmen
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## Completing Iteration 216 (approx. per word bound = -4.300, relative change = 4.484e-05)
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## Completing Iteration 220 (approx. per word bound = -4.299, relative change = 3.880e-05)
## Topic 1: --, yemen, qaeda, kill, suspect
## Topic 2: kill, --, milit, armi, gunmen
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## Completing Iteration 221 (approx. per word bound = -4.299, relative change = 3.795e-05)
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## Topic 1: --, yemen, qaeda, kill, suspect
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## Topic 1: --, yemen, qaeda, kill, suspect
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## Topic 1: --, yemen, qaeda, kill, suspect
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## Completing Iteration 236 (approx. per word bound = -4.296, relative change = 6.379e-05)
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## Completing Iteration 237 (approx. per word bound = -4.295, relative change = 7.053e-05)
## .....................................................................................................
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## Completing Iteration 238 (approx. per word bound = -4.295, relative change = 7.939e-05)
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## Completing Iteration 240 (approx. per word bound = -4.294, relative change = 9.655e-05)
## Topic 1: --, yemen, qaeda, kill, suspect
## Topic 2: kill, --, milit, armi, gunmen
## Topic 3: soldier, yemeni, attack, offici, middl
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## Completing Iteration 241 (approx. per word bound = -4.294, relative change = 9.871e-05)
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## Completing Iteration 243 (approx. per word bound = -4.293, relative change = 1.051e-04)
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## Completing Iteration 245 (approx. per word bound = -4.292, relative change = 1.191e-04)
## Topic 1: --, yemen, qaeda, kill, suspect
## Topic 2: kill, --, milit, armi, gunmen
## Topic 3: soldier, yemeni, attack, offici, middl
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## Completing Iteration 246 (approx. per word bound = -4.291, relative change = 1.268e-04)
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## Completing Iteration 250 (approx. per word bound = -4.289, relative change = 1.529e-04)
## Topic 1: --, yemen, qaeda, kill, suspect
## Topic 2: kill, --, milit, yemen, armi
## Topic 3: soldier, yemeni, attack, offici, middl
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## Completing Iteration 251 (approx. per word bound = -4.288, relative change = 1.574e-04)
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## Completing Iteration 253 (approx. per word bound = -4.287, relative change = 1.640e-04)
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## Completing Iteration 255 (approx. per word bound = -4.286, relative change = 1.685e-04)
## Topic 1: --, yemen, qaeda, kill, suspect
## Topic 2: kill, --, yemen, milit, qaeda
## Topic 3: soldier, yemeni, attack, offici, middl
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## Completing Iteration 256 (approx. per word bound = -4.285, relative change = 1.709e-04)
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## Completing Iteration 260 (approx. per word bound = -4.282, relative change = 1.955e-04)
## Topic 1: --, yemen, qaeda, kill, suspect
## Topic 2: kill, --, yemen, qaeda, milit
## Topic 3: soldier, yemeni, attack, offici, middl
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## Completing Iteration 261 (approx. per word bound = -4.281, relative change = 1.954e-04)
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## Completing Iteration 265 (approx. per word bound = -4.278, relative change = 1.789e-04)
## Topic 1: --, yemen, suspect, kill, qaeda
## Topic 2: kill, yemen, --, qaeda, milit
## Topic 3: soldier, yemeni, attack, offici, middl
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## Completing Iteration 266 (approx. per word bound = -4.277, relative change = 1.821e-04)
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## Completing Iteration 268 (approx. per word bound = -4.275, relative change = 1.930e-04)
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## Completing Iteration 270 (approx. per word bound = -4.274, relative change = 2.015e-04)
## Topic 1: --, yemen, suspect, kill, secur
## Topic 2: kill, yemen, --, qaeda, milit
## Topic 3: soldier, yemeni, attack, offici, middl
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## Completing Iteration 271 (approx. per word bound = -4.273, relative change = 2.021e-04)
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## Completing Iteration 274 (approx. per word bound = -4.270, relative change = 2.057e-04)
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## Completing Iteration 275 (approx. per word bound = -4.269, relative change = 2.113e-04)
## Topic 1: --, yemen, suspect, secur, kill
## Topic 2: kill, yemen, --, qaeda, milit
## Topic 3: soldier, yemeni, attack, offici, middl
## .....................................................................................................
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## Completing Iteration 276 (approx. per word bound = -4.268, relative change = 2.192e-04)
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## Completing Iteration 277 (approx. per word bound = -4.267, relative change = 2.290e-04)
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## Completing Iteration 278 (approx. per word bound = -4.266, relative change = 2.398e-04)
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## Completing Iteration 279 (approx. per word bound = -4.265, relative change = 2.510e-04)
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## Completing Iteration 280 (approx. per word bound = -4.264, relative change = 2.615e-04)
## Topic 1: --, yemen, secur, suspect, clash
## Topic 2: kill, yemen, --, qaeda, milit
## Topic 3: soldier, yemeni, attack, offici, middl
## .....................................................................................................
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## Completing Iteration 281 (approx. per word bound = -4.263, relative change = 2.707e-04)
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## Completing Iteration 282 (approx. per word bound = -4.262, relative change = 2.779e-04)
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## Completing Iteration 283 (approx. per word bound = -4.261, relative change = 2.827e-04)
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## Completing Iteration 284 (approx. per word bound = -4.259, relative change = 2.860e-04)
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## Completing Iteration 285 (approx. per word bound = -4.258, relative change = 2.909e-04)
## Topic 1: --, yemen, secur, clash, aden
## Topic 2: kill, yemen, --, qaeda, milit
## Topic 3: soldier, yemeni, attack, offici, middl
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## Completing Iteration 286 (approx. per word bound = -4.257, relative change = 2.955e-04)
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## Completing Iteration 287 (approx. per word bound = -4.256, relative change = 2.840e-04)
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## Completing Iteration 288 (approx. per word bound = -4.254, relative change = 2.573e-04)
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## Completing Iteration 289 (approx. per word bound = -4.254, relative change = 2.317e-04)
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## Completing Iteration 290 (approx. per word bound = -4.253, relative change = 2.089e-04)
## Topic 1: --, secur, clash, yemen, aden
## Topic 2: yemen, kill, --, qaeda, milit
## Topic 3: soldier, yemeni, attack, offici, --
## .....................................................................................................
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## Completing Iteration 291 (approx. per word bound = -4.252, relative change = 1.878e-04)
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## Completing Iteration 292 (approx. per word bound = -4.251, relative change = 1.683e-04)
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## Completing Iteration 293 (approx. per word bound = -4.250, relative change = 1.486e-04)
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## Completing Iteration 294 (approx. per word bound = -4.250, relative change = 1.265e-04)
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## Completing Iteration 295 (approx. per word bound = -4.249, relative change = 1.058e-04)
## Topic 1: --, secur, clash, aden, yemen
## Topic 2: yemen, kill, --, qaeda, milit
## Topic 3: soldier, yemeni, attack, --, offici
## .....................................................................................................
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## Completing Iteration 296 (approx. per word bound = -4.249, relative change = 9.009e-05)
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## Completing Iteration 297 (approx. per word bound = -4.249, relative change = 7.919e-05)
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## Completing Iteration 298 (approx. per word bound = -4.248, relative change = 7.338e-05)
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## Completing Iteration 299 (approx. per word bound = -4.248, relative change = 7.435e-05)
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## Completing Iteration 300 (approx. per word bound = -4.248, relative change = 7.605e-05)
## Topic 1: --, secur, clash, aden, gulf
## Topic 2: yemen, kill, --, qaeda, milit
## Topic 3: soldier, yemeni, attack, --, offici
## .....................................................................................................
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## Completing Iteration 301 (approx. per word bound = -4.248, relative change = 6.774e-05)
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## Completing Iteration 302 (approx. per word bound = -4.247, relative change = 5.974e-05)
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## Completing Iteration 303 (approx. per word bound = -4.247, relative change = 5.515e-05)
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## Completing Iteration 304 (approx. per word bound = -4.247, relative change = 5.049e-05)
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## Completing Iteration 305 (approx. per word bound = -4.247, relative change = 4.480e-05)
## Topic 1: --, secur, clash, aden, gulf
## Topic 2: yemen, kill, --, qaeda, milit
## Topic 3: soldier, yemeni, attack, --, offici
## .....................................................................................................
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## Completing Iteration 306 (approx. per word bound = -4.246, relative change = 3.895e-05)
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## Completing Iteration 307 (approx. per word bound = -4.246, relative change = 3.400e-05)
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## Completing Iteration 308 (approx. per word bound = -4.246, relative change = 3.006e-05)
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## Completing Iteration 309 (approx. per word bound = -4.246, relative change = 2.766e-05)
## .....................................................................................................
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## Completing Iteration 310 (approx. per word bound = -4.246, relative change = 2.638e-05)
## Topic 1: --, secur, clash, aden, gulf
## Topic 2: yemen, kill, --, qaeda, milit
## Topic 3: soldier, yemeni, --, attack, offici
## .....................................................................................................
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## Completing Iteration 311 (approx. per word bound = -4.246, relative change = 2.664e-05)
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## Completing Iteration 312 (approx. per word bound = -4.246, relative change = 2.824e-05)
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## Completing Iteration 313 (approx. per word bound = -4.246, relative change = 3.151e-05)
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## Completing Iteration 314 (approx. per word bound = -4.245, relative change = 3.624e-05)
## .....................................................................................................
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## Completing Iteration 315 (approx. per word bound = -4.245, relative change = 4.112e-05)
## Topic 1: --, secur, clash, aden, gulf
## Topic 2: yemen, kill, --, qaeda, milit
## Topic 3: soldier, yemeni, --, attack, offici
## .....................................................................................................
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## Completing Iteration 316 (approx. per word bound = -4.245, relative change = 4.490e-05)
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## Completing Iteration 317 (approx. per word bound = -4.245, relative change = 4.778e-05)
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## Completing Iteration 318 (approx. per word bound = -4.245, relative change = 5.205e-05)
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## Completing Iteration 319 (approx. per word bound = -4.244, relative change = 5.847e-05)
## .....................................................................................................
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## Completing Iteration 320 (approx. per word bound = -4.244, relative change = 6.551e-05)
## Topic 1: --, secur, clash, aden, gulf
## Topic 2: yemen, kill, --, qaeda, milit
## Topic 3: soldier, yemeni, --, attack, offici
## .....................................................................................................
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## Completing Iteration 321 (approx. per word bound = -4.244, relative change = 6.685e-05)
## .....................................................................................................
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## Completing Iteration 322 (approx. per word bound = -4.244, relative change = 6.232e-05)
## .....................................................................................................
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## Completing Iteration 323 (approx. per word bound = -4.243, relative change = 5.649e-05)
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## Completing Iteration 324 (approx. per word bound = -4.243, relative change = 5.058e-05)
## .....................................................................................................
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## Completing Iteration 325 (approx. per word bound = -4.243, relative change = 4.386e-05)
## Topic 1: --, secur, clash, aden, gulf
## Topic 2: yemen, kill, --, qaeda, milit
## Topic 3: soldier, yemeni, --, attack, offici
## .....................................................................................................
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## Completing Iteration 326 (approx. per word bound = -4.243, relative change = 3.667e-05)
## .....................................................................................................
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## Completing Iteration 327 (approx. per word bound = -4.243, relative change = 2.984e-05)
## .....................................................................................................
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## Completing Iteration 328 (approx. per word bound = -4.243, relative change = 2.400e-05)
## .....................................................................................................
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## Completing Iteration 329 (approx. per word bound = -4.242, relative change = 1.917e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 330 (approx. per word bound = -4.242, relative change = 1.553e-05)
## Topic 1: --, secur, clash, aden, gulf
## Topic 2: yemen, kill, --, qaeda, milit
## Topic 3: soldier, yemeni, --, attack, offici
## .....................................................................................................
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## Completing Iteration 331 (approx. per word bound = -4.242, relative change = 1.291e-05)
## .....................................................................................................
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## Completing Iteration 332 (approx. per word bound = -4.242, relative change = 1.120e-05)
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## Completing Iteration 333 (approx. per word bound = -4.242, relative change = 1.017e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ....
## Recovering initialization...
## ......
## Initialization complete.
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 1 (approx. per word bound = -4.643)
## .....................................................................................................
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## Completing Iteration 2 (approx. per word bound = -4.436, relative change = 4.454e-02)
## .....................................................................................................
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## Completing Iteration 3 (approx. per word bound = -4.386, relative change = 1.130e-02)
## .....................................................................................................
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## Completing Iteration 4 (approx. per word bound = -4.364, relative change = 5.122e-03)
## .....................................................................................................
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## Completing Iteration 5 (approx. per word bound = -4.352, relative change = 2.747e-03)
## Topic 1: clash, aden, gulf, critic, intellig
## Topic 2: qaeda, milit, strike, say, al
## Topic 3: --, yemen, kill, soldier, yemeni
## Topic 4: suspect, attack, middl, drone, two
## .....................................................................................................
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## Completing Iteration 6 (approx. per word bound = -4.345, relative change = 1.654e-03)
## .....................................................................................................
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## Completing Iteration 7 (approx. per word bound = -4.340, relative change = 1.098e-03)
## .....................................................................................................
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## Completing Iteration 8 (approx. per word bound = -4.336, relative change = 8.029e-04)
## .....................................................................................................
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## Completing Iteration 9 (approx. per word bound = -4.334, relative change = 6.659e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 10 (approx. per word bound = -4.331, relative change = 6.266e-04)
## Topic 1: clash, aden, gulf, critic, intellig
## Topic 2: qaeda, milit, strike, say, al
## Topic 3: --, yemen, kill, soldier, yemeni
## Topic 4: suspect, attack, middl, drone, two
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 11 (approx. per word bound = -4.328, relative change = 5.822e-04)
## .....................................................................................................
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## Completing Iteration 12 (approx. per word bound = -4.326, relative change = 4.885e-04)
## .....................................................................................................
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## Completing Iteration 13 (approx. per word bound = -4.324, relative change = 4.281e-04)
## .....................................................................................................
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## Completing Iteration 14 (approx. per word bound = -4.323, relative change = 3.448e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 15 (approx. per word bound = -4.322, relative change = 2.540e-04)
## Topic 1: clash, aden, gulf, critic, intellig
## Topic 2: qaeda, milit, strike, say, al
## Topic 3: --, yemen, kill, soldier, yemeni
## Topic 4: suspect, attack, middl, drone, two
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 16 (approx. per word bound = -4.321, relative change = 2.115e-04)
## .....................................................................................................
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## Completing Iteration 17 (approx. per word bound = -4.320, relative change = 1.905e-04)
## .....................................................................................................
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## Completing Iteration 18 (approx. per word bound = -4.319, relative change = 1.821e-04)
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## Completing Iteration 19 (approx. per word bound = -4.318, relative change = 1.772e-04)
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## Completing Iteration 20 (approx. per word bound = -4.318, relative change = 1.559e-04)
## Topic 1: clash, aden, gulf, critic, intellig
## Topic 2: qaeda, milit, strike, say, al
## Topic 3: --, yemen, kill, soldier, yemeni
## Topic 4: suspect, attack, middl, drone, two
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## Completing Iteration 21 (approx. per word bound = -4.317, relative change = 1.399e-04)
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## Completing Iteration 22 (approx. per word bound = -4.317, relative change = 1.366e-04)
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## Completing Iteration 24 (approx. per word bound = -4.315, relative change = 1.794e-04)
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## Completing Iteration 25 (approx. per word bound = -4.314, relative change = 3.497e-04)
## Topic 1: clash, aden, gulf, critic, intellig
## Topic 2: qaeda, milit, strike, say, al
## Topic 3: --, yemen, kill, soldier, yemeni
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## Completing Iteration 26 (approx. per word bound = -4.309, relative change = 1.116e-03)
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## Completing Iteration 27 (approx. per word bound = -4.299, relative change = 2.327e-03)
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## Completing Iteration 28 (approx. per word bound = -4.290, relative change = 2.151e-03)
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## Completing Iteration 30 (approx. per word bound = -4.276, relative change = 1.350e-03)
## Topic 1: secur, aden, gulf, threat, clash
## Topic 2: qaeda, milit, strike, say, clash
## Topic 3: --, yemen, kill, soldier, yemeni
## Topic 4: suspect, attack, middl, drone, two
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## Completing Iteration 31 (approx. per word bound = -4.271, relative change = 9.475e-04)
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## Completing Iteration 32 (approx. per word bound = -4.268, relative change = 7.985e-04)
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## Completing Iteration 35 (approx. per word bound = -4.261, relative change = 4.469e-04)
## Topic 1: secur, aden, gulf, threat, critic
## Topic 2: qaeda, milit, clash, strike, say
## Topic 3: --, yemen, kill, soldier, yemeni
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## Completing Iteration 36 (approx. per word bound = -4.259, relative change = 3.995e-04)
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## Completing Iteration 40 (approx. per word bound = -4.249, relative change = 7.040e-04)
## Topic 1: secur, aden, gulf, threat, critic
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## Completing Iteration 41 (approx. per word bound = -4.247, relative change = 6.217e-04)
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## Completing Iteration 45 (approx. per word bound = -4.241, relative change = 2.287e-04)
## Topic 1: secur, --, aden, gulf, threat
## Topic 2: qaeda, milit, clash, strike, say
## Topic 3: --, yemen, kill, soldier, yemeni
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## Completing Iteration 46 (approx. per word bound = -4.240, relative change = 2.342e-04)
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## Completing Iteration 50 (approx. per word bound = -4.237, relative change = 1.824e-04)
## Topic 1: secur, --, aden, gulf, threat
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## Completing Iteration 51 (approx. per word bound = -4.236, relative change = 1.949e-04)
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## Completing Iteration 55 (approx. per word bound = -4.232, relative change = 2.150e-04)
## Topic 1: secur, --, aden, gulf, threat
## Topic 2: qaeda, milit, clash, strike, say
## Topic 3: --, yemen, kill, soldier, yemeni
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## Completing Iteration 56 (approx. per word bound = -4.231, relative change = 2.105e-04)
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## Completing Iteration 60 (approx. per word bound = -4.228, relative change = 1.836e-04)
## Topic 1: secur, --, aden, gulf, threat
## Topic 2: qaeda, milit, clash, strike, say
## Topic 3: --, yemen, kill, soldier, yemeni
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## Completing Iteration 61 (approx. per word bound = -4.227, relative change = 1.492e-04)
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## Completing Iteration 62 (approx. per word bound = -4.227, relative change = 1.208e-04)
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## Completing Iteration 63 (approx. per word bound = -4.226, relative change = 9.996e-05)
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## Completing Iteration 65 (approx. per word bound = -4.225, relative change = 8.556e-05)
## Topic 1: secur, --, aden, gulf, threat
## Topic 2: qaeda, milit, clash, strike, say
## Topic 3: --, yemen, kill, soldier, yemeni
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## Completing Iteration 66 (approx. per word bound = -4.225, relative change = 9.881e-05)
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## Completing Iteration 67 (approx. per word bound = -4.225, relative change = 1.208e-04)
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## Completing Iteration 68 (approx. per word bound = -4.224, relative change = 1.238e-04)
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## Completing Iteration 70 (approx. per word bound = -4.223, relative change = 9.294e-05)
## Topic 1: secur, --, aden, gulf, threat
## Topic 2: qaeda, milit, clash, strike, say
## Topic 3: --, yemen, kill, soldier, yemeni
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## Completing Iteration 71 (approx. per word bound = -4.223, relative change = 9.718e-05)
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## Completing Iteration 72 (approx. per word bound = -4.222, relative change = 1.041e-04)
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## Completing Iteration 73 (approx. per word bound = -4.222, relative change = 1.124e-04)
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## Completing Iteration 74 (approx. per word bound = -4.221, relative change = 1.148e-04)
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## Completing Iteration 75 (approx. per word bound = -4.221, relative change = 1.047e-04)
## Topic 1: secur, --, aden, gulf, threat
## Topic 2: qaeda, milit, clash, strike, say
## Topic 3: --, yemen, kill, soldier, yemeni
## Topic 4: suspect, attack, middl, drone, two
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## Completing Iteration 76 (approx. per word bound = -4.221, relative change = 9.491e-05)
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## Completing Iteration 77 (approx. per word bound = -4.220, relative change = 1.014e-04)
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## Completing Iteration 78 (approx. per word bound = -4.220, relative change = 1.223e-04)
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## Completing Iteration 79 (approx. per word bound = -4.219, relative change = 1.323e-04)
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## Completing Iteration 80 (approx. per word bound = -4.218, relative change = 1.321e-04)
## Topic 1: secur, --, aden, gulf, threat
## Topic 2: qaeda, milit, clash, strike, say
## Topic 3: --, yemen, kill, soldier, yemeni
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## Completing Iteration 81 (approx. per word bound = -4.218, relative change = 1.270e-04)
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## Completing Iteration 82 (approx. per word bound = -4.217, relative change = 1.079e-04)
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## Completing Iteration 83 (approx. per word bound = -4.217, relative change = 9.112e-05)
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## Completing Iteration 84 (approx. per word bound = -4.217, relative change = 8.314e-05)
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## Completing Iteration 85 (approx. per word bound = -4.216, relative change = 7.869e-05)
## Topic 1: secur, --, aden, gulf, threat
## Topic 2: qaeda, milit, clash, strike, say
## Topic 3: --, yemen, kill, soldier, yemeni
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## Completing Iteration 86 (approx. per word bound = -4.216, relative change = 7.527e-05)
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## Completing Iteration 87 (approx. per word bound = -4.216, relative change = 7.278e-05)
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## Completing Iteration 88 (approx. per word bound = -4.215, relative change = 7.124e-05)
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## Completing Iteration 89 (approx. per word bound = -4.215, relative change = 7.058e-05)
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## Completing Iteration 90 (approx. per word bound = -4.215, relative change = 7.115e-05)
## Topic 1: --, secur, aden, gulf, threat
## Topic 2: qaeda, milit, clash, strike, say
## Topic 3: --, yemen, kill, soldier, yemeni
## Topic 4: suspect, attack, middl, drone, two
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## Completing Iteration 91 (approx. per word bound = -4.215, relative change = 7.345e-05)
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## Completing Iteration 92 (approx. per word bound = -4.214, relative change = 7.677e-05)
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## Completing Iteration 93 (approx. per word bound = -4.214, relative change = 7.415e-05)
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## Completing Iteration 94 (approx. per word bound = -4.214, relative change = 6.465e-05)
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## Completing Iteration 95 (approx. per word bound = -4.213, relative change = 5.857e-05)
## Topic 1: --, secur, aden, gulf, threat
## Topic 2: qaeda, milit, clash, strike, say
## Topic 3: --, yemen, kill, soldier, yemeni
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## Completing Iteration 96 (approx. per word bound = -4.213, relative change = 5.627e-05)
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## Completing Iteration 97 (approx. per word bound = -4.213, relative change = 5.498e-05)
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## Completing Iteration 98 (approx. per word bound = -4.213, relative change = 5.388e-05)
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## Completing Iteration 99 (approx. per word bound = -4.213, relative change = 5.284e-05)
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## Completing Iteration 100 (approx. per word bound = -4.212, relative change = 5.177e-05)
## Topic 1: --, secur, aden, gulf, threat
## Topic 2: qaeda, milit, clash, strike, say
## Topic 3: --, yemen, kill, soldier, yemeni
## Topic 4: suspect, attack, middl, drone, two
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## Completing Iteration 101 (approx. per word bound = -4.212, relative change = 5.095e-05)
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## Completing Iteration 102 (approx. per word bound = -4.212, relative change = 5.052e-05)
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## Completing Iteration 103 (approx. per word bound = -4.212, relative change = 5.100e-05)
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## Completing Iteration 104 (approx. per word bound = -4.211, relative change = 5.254e-05)
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## Completing Iteration 105 (approx. per word bound = -4.211, relative change = 5.515e-05)
## Topic 1: --, secur, aden, gulf, threat
## Topic 2: qaeda, milit, clash, strike, say
## Topic 3: --, yemen, kill, soldier, yemeni
## Topic 4: suspect, attack, middl, drone, two
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## Completing Iteration 106 (approx. per word bound = -4.211, relative change = 5.792e-05)
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## Completing Iteration 107 (approx. per word bound = -4.211, relative change = 6.046e-05)
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## Completing Iteration 108 (approx. per word bound = -4.210, relative change = 6.352e-05)
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## Completing Iteration 109 (approx. per word bound = -4.210, relative change = 6.653e-05)
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## Completing Iteration 110 (approx. per word bound = -4.210, relative change = 6.686e-05)
## Topic 1: --, secur, aden, gulf, threat
## Topic 2: qaeda, milit, clash, strike, say
## Topic 3: --, yemen, kill, soldier, yemeni
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## Completing Iteration 111 (approx. per word bound = -4.210, relative change = 6.382e-05)
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## Completing Iteration 112 (approx. per word bound = -4.209, relative change = 6.087e-05)
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## Completing Iteration 113 (approx. per word bound = -4.209, relative change = 5.966e-05)
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## Completing Iteration 114 (approx. per word bound = -4.209, relative change = 5.971e-05)
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## Completing Iteration 115 (approx. per word bound = -4.209, relative change = 6.063e-05)
## Topic 1: --, secur, aden, gulf, threat
## Topic 2: qaeda, milit, clash, strike, say
## Topic 3: --, yemen, kill, soldier, yemeni
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## Completing Iteration 116 (approx. per word bound = -4.208, relative change = 6.174e-05)
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## Completing Iteration 117 (approx. per word bound = -4.208, relative change = 6.193e-05)
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## Completing Iteration 118 (approx. per word bound = -4.208, relative change = 5.969e-05)
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## Completing Iteration 119 (approx. per word bound = -4.208, relative change = 5.491e-05)
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## Completing Iteration 120 (approx. per word bound = -4.207, relative change = 4.953e-05)
## Topic 1: --, secur, aden, gulf, threat
## Topic 2: qaeda, milit, clash, strike, say
## Topic 3: --, yemen, kill, soldier, yemeni
## Topic 4: attack, suspect, middl, drone, two
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## Completing Iteration 121 (approx. per word bound = -4.207, relative change = 4.540e-05)
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## Completing Iteration 122 (approx. per word bound = -4.207, relative change = 4.280e-05)
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## Completing Iteration 123 (approx. per word bound = -4.207, relative change = 4.128e-05)
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## Completing Iteration 124 (approx. per word bound = -4.207, relative change = 4.047e-05)
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## Completing Iteration 125 (approx. per word bound = -4.206, relative change = 4.011e-05)
## Topic 1: --, secur, aden, gulf, threat
## Topic 2: qaeda, milit, clash, strike, say
## Topic 3: --, yemen, kill, soldier, yemeni
## Topic 4: attack, suspect, middl, drone, two
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## Completing Iteration 126 (approx. per word bound = -4.206, relative change = 4.016e-05)
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## Completing Iteration 127 (approx. per word bound = -4.206, relative change = 4.037e-05)
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## Completing Iteration 130 (approx. per word bound = -4.206, relative change = 4.441e-05)
## Topic 1: --, secur, aden, gulf, threat
## Topic 2: qaeda, milit, clash, strike, suspect
## Topic 3: --, yemen, kill, soldier, yemeni
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## Topic 1: --, secur, aden, gulf, threat
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## Topic 1: --, secur, aden, gulf, threat
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## Topic 1: --, secur, aden, gulf, threat
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## Topic 1: --, aden, secur, gulf, threat
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## Topic 1: --, aden, secur, gulf, threat
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## Topic 1: --, aden, secur, gulf, threat
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## Topic 1: --, aden, secur, gulf, threat
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## Completing Iteration 170 (approx. per word bound = -4.193, relative change = 8.778e-05)
## Topic 1: --, aden, secur, gulf, threat
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## Topic 3: --, yemen, kill, soldier, armi
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## Completing Iteration 175 (approx. per word bound = -4.192, relative change = 6.897e-05)
## Topic 1: --, aden, secur, gulf, threat
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## Completing Iteration 180 (approx. per word bound = -4.190, relative change = 6.649e-05)
## Topic 1: --, aden, secur, gulf, threat
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## Topic 3: --, yemen, kill, soldier, armi
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## Completing Iteration 185 (approx. per word bound = -4.188, relative change = 1.189e-04)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: qaeda, milit, suspect, clash, strike
## Topic 3: --, yemen, kill, soldier, armi
## Topic 4: attack, yemeni, middl, two, dead
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## Completing Iteration 186 (approx. per word bound = -4.188, relative change = 1.235e-04)
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## Completing Iteration 190 (approx. per word bound = -4.186, relative change = 9.461e-05)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: qaeda, milit, suspect, clash, strike
## Topic 3: --, yemen, kill, soldier, armi
## Topic 4: attack, yemeni, middl, two, dead
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## Completing Iteration 191 (approx. per word bound = -4.186, relative change = 8.177e-05)
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## Completing Iteration 195 (approx. per word bound = -4.184, relative change = 6.478e-05)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: qaeda, milit, suspect, clash, drone
## Topic 3: --, yemen, kill, soldier, armi
## Topic 4: yemeni, attack, middl, two, dead
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## Completing Iteration 196 (approx. per word bound = -4.184, relative change = 6.222e-05)
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## Completing Iteration 199 (approx. per word bound = -4.184, relative change = 3.305e-05)
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## Completing Iteration 200 (approx. per word bound = -4.184, relative change = 2.732e-05)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: qaeda, milit, suspect, clash, drone
## Topic 3: --, yemen, kill, soldier, armi
## Topic 4: yemeni, attack, middl, two, dead
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## Completing Iteration 201 (approx. per word bound = -4.183, relative change = 2.478e-05)
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## Completing Iteration 203 (approx. per word bound = -4.183, relative change = 2.344e-05)
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## Completing Iteration 204 (approx. per word bound = -4.183, relative change = 2.200e-05)
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## Completing Iteration 205 (approx. per word bound = -4.183, relative change = 2.109e-05)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: qaeda, milit, suspect, clash, drone
## Topic 3: --, yemen, kill, soldier, armi
## Topic 4: yemeni, attack, middl, two, al-qa'idah
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## Completing Iteration 206 (approx. per word bound = -4.183, relative change = 2.190e-05)
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## Completing Iteration 207 (approx. per word bound = -4.183, relative change = 2.453e-05)
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## Completing Iteration 208 (approx. per word bound = -4.183, relative change = 2.882e-05)
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## Completing Iteration 209 (approx. per word bound = -4.183, relative change = 3.498e-05)
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## Completing Iteration 210 (approx. per word bound = -4.182, relative change = 4.265e-05)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: qaeda, milit, suspect, clash, drone
## Topic 3: --, yemen, kill, soldier, armi
## Topic 4: yemeni, attack, middl, two, al-qa'idah
## .....................................................................................................
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## Completing Iteration 211 (approx. per word bound = -4.182, relative change = 5.080e-05)
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## Completing Iteration 212 (approx. per word bound = -4.182, relative change = 5.945e-05)
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## Completing Iteration 213 (approx. per word bound = -4.182, relative change = 6.751e-05)
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## Completing Iteration 214 (approx. per word bound = -4.181, relative change = 7.479e-05)
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## Completing Iteration 215 (approx. per word bound = -4.181, relative change = 8.044e-05)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: qaeda, milit, suspect, clash, drone
## Topic 3: --, yemen, kill, soldier, armi
## Topic 4: yemeni, attack, middl, two, al-qa'idah
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## Completing Iteration 216 (approx. per word bound = -4.181, relative change = 8.335e-05)
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## Completing Iteration 217 (approx. per word bound = -4.180, relative change = 8.347e-05)
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## Completing Iteration 218 (approx. per word bound = -4.180, relative change = 8.117e-05)
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## Completing Iteration 220 (approx. per word bound = -4.179, relative change = 7.316e-05)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: qaeda, milit, suspect, clash, drone
## Topic 3: --, yemen, kill, soldier, armi
## Topic 4: yemeni, attack, middl, two, al-qa'idah
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## Completing Iteration 221 (approx. per word bound = -4.179, relative change = 6.902e-05)
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## Completing Iteration 223 (approx. per word bound = -4.179, relative change = 6.093e-05)
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## Completing Iteration 225 (approx. per word bound = -4.178, relative change = 5.386e-05)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: qaeda, milit, suspect, clash, drone
## Topic 3: --, yemen, kill, soldier, armi
## Topic 4: yemeni, attack, middl, two, al-qa'idah
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## Completing Iteration 226 (approx. per word bound = -4.178, relative change = 5.098e-05)
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## Completing Iteration 228 (approx. per word bound = -4.177, relative change = 4.643e-05)
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## Completing Iteration 229 (approx. per word bound = -4.177, relative change = 4.406e-05)
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## Completing Iteration 230 (approx. per word bound = -4.177, relative change = 4.177e-05)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: qaeda, milit, suspect, drone, clash
## Topic 3: --, yemen, kill, soldier, armi
## Topic 4: yemeni, attack, middl, two, al-qa'idah
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## Completing Iteration 231 (approx. per word bound = -4.177, relative change = 3.953e-05)
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## Completing Iteration 232 (approx. per word bound = -4.177, relative change = 3.735e-05)
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## Completing Iteration 233 (approx. per word bound = -4.177, relative change = 3.529e-05)
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## Completing Iteration 234 (approx. per word bound = -4.176, relative change = 3.343e-05)
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## Completing Iteration 235 (approx. per word bound = -4.176, relative change = 3.199e-05)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: qaeda, milit, suspect, drone, clash
## Topic 3: --, yemen, kill, soldier, armi
## Topic 4: yemeni, attack, middl, two, al-qa'idah
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## Completed E-Step (0 seconds).
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## Completing Iteration 236 (approx. per word bound = -4.176, relative change = 3.105e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 237 (approx. per word bound = -4.176, relative change = 3.071e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 238 (approx. per word bound = -4.176, relative change = 3.073e-05)
## .....................................................................................................
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## Completing Iteration 239 (approx. per word bound = -4.176, relative change = 3.149e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 240 (approx. per word bound = -4.176, relative change = 3.271e-05)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: qaeda, milit, suspect, drone, clash
## Topic 3: --, yemen, kill, soldier, armi
## Topic 4: yemeni, attack, middl, two, al-qa'idah
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 241 (approx. per word bound = -4.176, relative change = 3.400e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 242 (approx. per word bound = -4.175, relative change = 3.580e-05)
## .....................................................................................................
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## Completing Iteration 243 (approx. per word bound = -4.175, relative change = 3.748e-05)
## .....................................................................................................
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## Completing Iteration 244 (approx. per word bound = -4.175, relative change = 3.902e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 245 (approx. per word bound = -4.175, relative change = 3.973e-05)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: qaeda, milit, suspect, drone, strike
## Topic 3: --, yemen, kill, soldier, armi
## Topic 4: yemeni, attack, middl, two, al-qa'idah
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 246 (approx. per word bound = -4.175, relative change = 3.860e-05)
## .....................................................................................................
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## Completing Iteration 247 (approx. per word bound = -4.175, relative change = 3.555e-05)
## .....................................................................................................
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## Completing Iteration 248 (approx. per word bound = -4.174, relative change = 3.209e-05)
## .....................................................................................................
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## Completing Iteration 249 (approx. per word bound = -4.174, relative change = 2.898e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 250 (approx. per word bound = -4.174, relative change = 2.690e-05)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: qaeda, milit, suspect, drone, strike
## Topic 3: --, yemen, kill, soldier, armi
## Topic 4: yemeni, attack, middl, two, al-qa'idah
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 251 (approx. per word bound = -4.174, relative change = 2.500e-05)
## .....................................................................................................
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## Completing Iteration 252 (approx. per word bound = -4.174, relative change = 2.370e-05)
## .....................................................................................................
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## Completing Iteration 253 (approx. per word bound = -4.174, relative change = 2.225e-05)
## .....................................................................................................
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## Completing Iteration 254 (approx. per word bound = -4.174, relative change = 2.170e-05)
## .....................................................................................................
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## Completing Iteration 255 (approx. per word bound = -4.174, relative change = 2.284e-05)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: qaeda, milit, suspect, drone, strike
## Topic 3: --, yemen, kill, soldier, armi
## Topic 4: yemeni, attack, middl, two, al-qa'idah
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 256 (approx. per word bound = -4.174, relative change = 2.573e-05)
## .....................................................................................................
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## Completing Iteration 257 (approx. per word bound = -4.174, relative change = 2.900e-05)
## .....................................................................................................
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## Completing Iteration 258 (approx. per word bound = -4.173, relative change = 3.096e-05)
## .....................................................................................................
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## Completing Iteration 259 (approx. per word bound = -4.173, relative change = 3.077e-05)
## .....................................................................................................
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## Completed M-Step.
## Completing Iteration 260 (approx. per word bound = -4.173, relative change = 3.015e-05)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: qaeda, milit, suspect, drone, strike
## Topic 3: --, yemen, kill, soldier, armi
## Topic 4: yemeni, attack, middl, two, al-qa'idah
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 261 (approx. per word bound = -4.173, relative change = 3.013e-05)
## .....................................................................................................
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## Completing Iteration 262 (approx. per word bound = -4.173, relative change = 2.833e-05)
## .....................................................................................................
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## Completing Iteration 263 (approx. per word bound = -4.173, relative change = 2.448e-05)
## .....................................................................................................
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## Completing Iteration 264 (approx. per word bound = -4.173, relative change = 2.125e-05)
## .....................................................................................................
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## Completed M-Step.
## Completing Iteration 265 (approx. per word bound = -4.173, relative change = 2.023e-05)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: qaeda, milit, suspect, drone, strike
## Topic 3: --, yemen, kill, soldier, armi
## Topic 4: yemeni, attack, middl, two, al-qa'idah
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 266 (approx. per word bound = -4.173, relative change = 2.181e-05)
## .....................................................................................................
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## Completing Iteration 267 (approx. per word bound = -4.172, relative change = 2.465e-05)
## .....................................................................................................
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## Completing Iteration 268 (approx. per word bound = -4.172, relative change = 2.858e-05)
## .....................................................................................................
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## Completing Iteration 269 (approx. per word bound = -4.172, relative change = 3.170e-05)
## .....................................................................................................
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## Completing Iteration 270 (approx. per word bound = -4.172, relative change = 3.408e-05)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: qaeda, milit, suspect, drone, strike
## Topic 3: --, yemen, kill, soldier, armi
## Topic 4: yemeni, attack, middl, two, al-qa'idah
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 271 (approx. per word bound = -4.172, relative change = 3.611e-05)
## .....................................................................................................
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## Completing Iteration 272 (approx. per word bound = -4.172, relative change = 3.830e-05)
## .....................................................................................................
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## Completing Iteration 273 (approx. per word bound = -4.172, relative change = 4.088e-05)
## .....................................................................................................
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## Completing Iteration 274 (approx. per word bound = -4.171, relative change = 4.378e-05)
## .....................................................................................................
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## Completing Iteration 275 (approx. per word bound = -4.171, relative change = 4.776e-05)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: qaeda, milit, suspect, drone, strike
## Topic 3: --, yemen, kill, soldier, armi
## Topic 4: yemeni, attack, middl, two, al-qa'idah
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 276 (approx. per word bound = -4.171, relative change = 5.555e-05)
## .....................................................................................................
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## Completing Iteration 277 (approx. per word bound = -4.171, relative change = 6.519e-05)
## .....................................................................................................
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## Completing Iteration 278 (approx. per word bound = -4.170, relative change = 7.655e-05)
## .....................................................................................................
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## Completing Iteration 279 (approx. per word bound = -4.170, relative change = 8.465e-05)
## .....................................................................................................
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## Completed M-Step.
## Completing Iteration 280 (approx. per word bound = -4.170, relative change = 8.584e-05)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: qaeda, milit, suspect, drone, strike
## Topic 3: --, yemen, kill, soldier, armi
## Topic 4: yemeni, attack, middl, two, al-qa'idah
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 281 (approx. per word bound = -4.169, relative change = 7.877e-05)
## .....................................................................................................
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## Completing Iteration 282 (approx. per word bound = -4.169, relative change = 6.698e-05)
## .....................................................................................................
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## Completing Iteration 283 (approx. per word bound = -4.169, relative change = 5.197e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 284 (approx. per word bound = -4.169, relative change = 3.779e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 285 (approx. per word bound = -4.169, relative change = 2.780e-05)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: qaeda, milit, suspect, drone, strike
## Topic 3: --, yemen, kill, armi, offici
## Topic 4: yemeni, attack, middl, two, soldier
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 286 (approx. per word bound = -4.168, relative change = 2.028e-05)
## .....................................................................................................
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## Completing Iteration 287 (approx. per word bound = -4.168, relative change = 1.602e-05)
## .....................................................................................................
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## Completing Iteration 288 (approx. per word bound = -4.168, relative change = 1.256e-05)
## .....................................................................................................
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## Completing Iteration 289 (approx. per word bound = -4.168, relative change = 1.029e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## .....
## Recovering initialization...
## ......
## Initialization complete.
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.785)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 2 (approx. per word bound = -4.488, relative change = 6.197e-02)
## .....................................................................................................
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## Completing Iteration 3 (approx. per word bound = -4.419, relative change = 1.536e-02)
## .....................................................................................................
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## Completing Iteration 4 (approx. per word bound = -4.391, relative change = 6.248e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.378, relative change = 3.166e-03)
## Topic 1: suspect, al-qaida, say, air, ministri
## Topic 2: suicid, armi, tribe, element, assault
## Topic 3: kill, yemen, attack, secur, armi
## Topic 4: qaeda, --, milit, offici, middl
## Topic 5: --, soldier, yemeni, yemen, gunmen
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.369, relative change = 1.911e-03)
## .....................................................................................................
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## Completing Iteration 7 (approx. per word bound = -4.364, relative change = 1.266e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 8 (approx. per word bound = -4.360, relative change = 9.198e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.356, relative change = 7.431e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.354, relative change = 6.379e-04)
## Topic 1: suspect, al-qaida, say, air, ministri
## Topic 2: suicid, armi, tribe, assault, element
## Topic 3: kill, yemen, attack, secur, armi
## Topic 4: qaeda, --, milit, offici, middl
## Topic 5: --, soldier, yemeni, yemen, gunmen
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 11 (approx. per word bound = -4.351, relative change = 5.773e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 12 (approx. per word bound = -4.349, relative change = 5.025e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.347, relative change = 3.937e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.346, relative change = 3.213e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.345, relative change = 3.023e-04)
## Topic 1: suspect, al-qaida, say, air, ministri
## Topic 2: suicid, armi, bomber, tribe, assault
## Topic 3: kill, yemen, attack, secur, armi
## Topic 4: qaeda, --, milit, offici, middl
## Topic 5: --, soldier, yemeni, gunmen, yemen
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.343, relative change = 3.088e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 17 (approx. per word bound = -4.342, relative change = 2.934e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 18 (approx. per word bound = -4.341, relative change = 2.256e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 19 (approx. per word bound = -4.340, relative change = 2.015e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.339, relative change = 2.082e-04)
## Topic 1: suspect, al-qaida, say, air, ministri
## Topic 2: suicid, armi, bomber, tribe, assault
## Topic 3: yemen, kill, attack, secur, armi
## Topic 4: qaeda, --, milit, offici, middl
## Topic 5: --, soldier, yemeni, gunmen, offic
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 21 (approx. per word bound = -4.338, relative change = 2.363e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 22 (approx. per word bound = -4.337, relative change = 2.790e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 23 (approx. per word bound = -4.336, relative change = 2.948e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.334, relative change = 2.882e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.333, relative change = 2.972e-04)
## Topic 1: suspect, al-qaida, say, air, ministri
## Topic 2: armi, suicid, bomber, tribe, assault
## Topic 3: yemen, kill, attack, secur, armi
## Topic 4: qaeda, --, milit, offici, middl
## Topic 5: --, soldier, yemeni, gunmen, offic
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.332, relative change = 2.955e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.331, relative change = 2.540e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 28 (approx. per word bound = -4.330, relative change = 2.523e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.328, relative change = 2.736e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.327, relative change = 2.681e-04)
## Topic 1: suspect, al-qaida, say, air, ministri
## Topic 2: armi, suicid, bomber, tribe, assault
## Topic 3: yemen, kill, attack, secur, armi
## Topic 4: qaeda, --, milit, offici, clash
## Topic 5: --, soldier, yemeni, gunmen, offic
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.326, relative change = 2.697e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.325, relative change = 2.880e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.323, relative change = 3.168e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.322, relative change = 2.762e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.321, relative change = 2.389e-04)
## Topic 1: suspect, al-qaida, say, air, ministri
## Topic 2: armi, middl, suicid, bomber, tribe
## Topic 3: yemen, kill, attack, secur, gulf
## Topic 4: qaeda, --, milit, offici, clash
## Topic 5: --, soldier, yemeni, gunmen, offic
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.320, relative change = 2.234e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.319, relative change = 2.151e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.318, relative change = 2.137e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.318, relative change = 2.168e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.317, relative change = 2.328e-04)
## Topic 1: suspect, al-qaida, say, air, ministri
## Topic 2: middl, armi, suicid, bomber, citi
## Topic 3: yemen, kill, attack, secur, gulf
## Topic 4: qaeda, --, milit, offici, clash
## Topic 5: --, soldier, yemeni, gunmen, offic
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.315, relative change = 2.760e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.314, relative change = 3.359e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.312, relative change = 4.012e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -4.310, relative change = 4.718e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.308, relative change = 5.105e-04)
## Topic 1: suspect, al-qaida, say, air, ministri
## Topic 2: middl, armi, suicid, bomber, -yemen
## Topic 3: yemen, kill, attack, secur, gulf
## Topic 4: --, qaeda, milit, offici, clash
## Topic 5: --, soldier, yemeni, gunmen, offic
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.306, relative change = 4.965e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.304, relative change = 4.815e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -4.302, relative change = 4.924e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -4.299, relative change = 5.040e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.297, relative change = 4.752e-04)
## Topic 1: suspect, al-qaida, say, air, ministri
## Topic 2: middl, armi, suicid, -yemen, bomber
## Topic 3: yemen, kill, attack, secur, bomb
## Topic 4: --, qaeda, milit, offici, clash
## Topic 5: --, soldier, yemeni, gunmen, offic
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -4.296, relative change = 4.022e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -4.294, relative change = 3.251e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 53 (approx. per word bound = -4.293, relative change = 2.731e-04)
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## Completing Iteration 54 (approx. per word bound = -4.292, relative change = 2.347e-04)
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## Completing Iteration 55 (approx. per word bound = -4.291, relative change = 1.996e-04)
## Topic 1: suspect, al-qaida, say, air, ministri
## Topic 2: armi, middl, suicid, -yemen, bomber
## Topic 3: yemen, kill, attack, secur, bomb
## Topic 4: --, qaeda, milit, offici, clash
## Topic 5: --, soldier, yemeni, gunmen, offic
## .....................................................................................................
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## Completing Iteration 56 (approx. per word bound = -4.290, relative change = 1.651e-04)
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## Completing Iteration 57 (approx. per word bound = -4.290, relative change = 1.417e-04)
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## Completing Iteration 58 (approx. per word bound = -4.289, relative change = 1.384e-04)
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## Completing Iteration 59 (approx. per word bound = -4.289, relative change = 1.557e-04)
## .....................................................................................................
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## Completing Iteration 60 (approx. per word bound = -4.288, relative change = 1.862e-04)
## Topic 1: suspect, al-qaida, say, air, ministri
## Topic 2: armi, middl, suicid, bomber, car
## Topic 3: yemen, kill, attack, secur, bomb
## Topic 4: --, qaeda, milit, offici, clash
## Topic 5: --, soldier, yemeni, gunmen, offic
## .....................................................................................................
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## Completing Iteration 61 (approx. per word bound = -4.287, relative change = 2.137e-04)
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## Completing Iteration 62 (approx. per word bound = -4.286, relative change = 2.238e-04)
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## Completing Iteration 63 (approx. per word bound = -4.285, relative change = 2.383e-04)
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## Completing Iteration 64 (approx. per word bound = -4.284, relative change = 2.959e-04)
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## Completing Iteration 65 (approx. per word bound = -4.282, relative change = 3.988e-04)
## Topic 1: suspect, al-qaida, say, air, ministri
## Topic 2: armi, middl, suicid, bomber, car
## Topic 3: yemen, kill, attack, secur, bomb
## Topic 4: --, qaeda, milit, offici, clash
## Topic 5: --, soldier, yemeni, gunmen, offic
## .....................................................................................................
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## Completing Iteration 66 (approx. per word bound = -4.280, relative change = 5.026e-04)
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## Completing Iteration 69 (approx. per word bound = -4.274, relative change = 4.136e-04)
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## Completing Iteration 70 (approx. per word bound = -4.272, relative change = 3.561e-04)
## Topic 1: suspect, al-qaida, say, air, ministri
## Topic 2: armi, middl, suicid, bomber, car
## Topic 3: yemen, kill, attack, qaeda, bomb
## Topic 4: --, qaeda, milit, offici, clash
## Topic 5: --, soldier, yemeni, gunmen, offic
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## Completing Iteration 71 (approx. per word bound = -4.271, relative change = 3.191e-04)
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## Completing Iteration 72 (approx. per word bound = -4.269, relative change = 2.950e-04)
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## Completing Iteration 73 (approx. per word bound = -4.268, relative change = 2.768e-04)
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## Completing Iteration 74 (approx. per word bound = -4.267, relative change = 2.635e-04)
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## Completing Iteration 75 (approx. per word bound = -4.266, relative change = 2.584e-04)
## Topic 1: suspect, al-qaida, say, air, ministri
## Topic 2: armi, middl, suicid, bomber, car
## Topic 3: yemen, kill, attack, qaeda, bomb
## Topic 4: --, qaeda, milit, secur, offici
## Topic 5: --, soldier, yemeni, gunmen, offic
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## Completing Iteration 76 (approx. per word bound = -4.265, relative change = 2.599e-04)
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## Completing Iteration 79 (approx. per word bound = -4.262, relative change = 2.124e-04)
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## Completing Iteration 80 (approx. per word bound = -4.261, relative change = 2.044e-04)
## Topic 1: suspect, al-qaida, say, air, ministri
## Topic 2: armi, middl, suicid, bomber, car
## Topic 3: yemen, kill, qaeda, attack, bomb
## Topic 4: --, qaeda, milit, secur, offici
## Topic 5: --, soldier, yemeni, gunmen, offic
## .....................................................................................................
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## Completing Iteration 81 (approx. per word bound = -4.260, relative change = 2.099e-04)
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## Completing Iteration 84 (approx. per word bound = -4.257, relative change = 2.293e-04)
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## Completing Iteration 85 (approx. per word bound = -4.256, relative change = 2.232e-04)
## Topic 1: suspect, al-qaida, say, air, milit
## Topic 2: armi, middl, suicid, bomber, car
## Topic 3: yemen, kill, qaeda, attack, bomb
## Topic 4: --, qaeda, milit, secur, clash
## Topic 5: --, soldier, yemeni, gunmen, offic
## .....................................................................................................
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## Completing Iteration 86 (approx. per word bound = -4.255, relative change = 2.246e-04)
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## Completing Iteration 87 (approx. per word bound = -4.254, relative change = 2.251e-04)
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## Completing Iteration 89 (approx. per word bound = -4.252, relative change = 2.242e-04)
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## Completing Iteration 90 (approx. per word bound = -4.251, relative change = 2.375e-04)
## Topic 1: suspect, milit, al-qaida, say, offici
## Topic 2: armi, middl, suicid, bomber, car
## Topic 3: yemen, kill, qaeda, attack, forc
## Topic 4: --, secur, milit, qaeda, clash
## Topic 5: --, soldier, yemeni, attack, gunmen
## .....................................................................................................
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## Completing Iteration 91 (approx. per word bound = -4.250, relative change = 2.571e-04)
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## Completing Iteration 92 (approx. per word bound = -4.249, relative change = 2.555e-04)
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## Completing Iteration 93 (approx. per word bound = -4.248, relative change = 2.488e-04)
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## Completing Iteration 94 (approx. per word bound = -4.247, relative change = 2.439e-04)
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## Completing Iteration 95 (approx. per word bound = -4.246, relative change = 2.385e-04)
## Topic 1: suspect, milit, offici, al-qaida, two
## Topic 2: armi, middl, suicid, bomber, car
## Topic 3: yemen, kill, qaeda, forc, six
## Topic 4: --, secur, drone, clash, milit
## Topic 5: --, soldier, yemeni, attack, gunmen
## .....................................................................................................
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## Completing Iteration 96 (approx. per word bound = -4.245, relative change = 2.348e-04)
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## Completing Iteration 97 (approx. per word bound = -4.244, relative change = 2.333e-04)
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## Completing Iteration 98 (approx. per word bound = -4.243, relative change = 2.325e-04)
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## Completing Iteration 99 (approx. per word bound = -4.242, relative change = 2.318e-04)
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## Completing Iteration 100 (approx. per word bound = -4.241, relative change = 2.324e-04)
## Topic 1: suspect, milit, offici, two, al-qaida
## Topic 2: armi, middl, suicid, bomber, car
## Topic 3: yemen, kill, qaeda, forc, six
## Topic 4: --, secur, drone, clash, aden
## Topic 5: --, soldier, yemeni, attack, gunmen
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## Completing Iteration 101 (approx. per word bound = -4.240, relative change = 2.322e-04)
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## Completing Iteration 102 (approx. per word bound = -4.239, relative change = 2.162e-04)
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## Completing Iteration 103 (approx. per word bound = -4.238, relative change = 2.057e-04)
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## Completing Iteration 104 (approx. per word bound = -4.238, relative change = 2.000e-04)
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## Completing Iteration 105 (approx. per word bound = -4.237, relative change = 1.899e-04)
## Topic 1: suspect, milit, offici, two, al-qaida
## Topic 2: armi, middl, suicid, bomber, car
## Topic 3: yemen, kill, qaeda, forc, six
## Topic 4: --, secur, drone, aden, strike
## Topic 5: --, soldier, yemeni, attack, gunmen
## .....................................................................................................
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## Completing Iteration 106 (approx. per word bound = -4.236, relative change = 1.749e-04)
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## Completing Iteration 107 (approx. per word bound = -4.235, relative change = 1.603e-04)
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## Completing Iteration 108 (approx. per word bound = -4.235, relative change = 1.501e-04)
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## Completing Iteration 109 (approx. per word bound = -4.234, relative change = 1.440e-04)
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## Completing Iteration 110 (approx. per word bound = -4.234, relative change = 1.374e-04)
## Topic 1: suspect, milit, offici, two, al-qaida
## Topic 2: armi, middl, suicid, bomber, car
## Topic 3: yemen, kill, qaeda, forc, six
## Topic 4: --, secur, drone, aden, strike
## Topic 5: --, soldier, yemeni, attack, gunmen
## .....................................................................................................
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## Completing Iteration 111 (approx. per word bound = -4.233, relative change = 1.280e-04)
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## Completing Iteration 112 (approx. per word bound = -4.232, relative change = 1.188e-04)
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## Completing Iteration 113 (approx. per word bound = -4.232, relative change = 1.128e-04)
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## Completing Iteration 114 (approx. per word bound = -4.232, relative change = 1.134e-04)
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## Completing Iteration 115 (approx. per word bound = -4.231, relative change = 1.174e-04)
## Topic 1: milit, suspect, offici, two, al-qaida
## Topic 2: armi, middl, suicid, bomber, car
## Topic 3: yemen, kill, qaeda, forc, six
## Topic 4: --, secur, drone, aden, strike
## Topic 5: --, soldier, yemeni, attack, gunmen
## .....................................................................................................
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## Completing Iteration 116 (approx. per word bound = -4.231, relative change = 1.152e-04)
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## Completing Iteration 117 (approx. per word bound = -4.230, relative change = 1.092e-04)
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## Completing Iteration 118 (approx. per word bound = -4.230, relative change = 1.043e-04)
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## Completing Iteration 119 (approx. per word bound = -4.229, relative change = 1.019e-04)
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## Completing Iteration 120 (approx. per word bound = -4.229, relative change = 1.021e-04)
## Topic 1: milit, suspect, offici, two, al-qaida
## Topic 2: armi, middl, suicid, bomber, car
## Topic 3: yemen, kill, qaeda, forc, six
## Topic 4: --, secur, drone, aden, strike
## Topic 5: --, soldier, yemeni, attack, gunmen
## .....................................................................................................
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## Completing Iteration 121 (approx. per word bound = -4.228, relative change = 1.055e-04)
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## Completing Iteration 122 (approx. per word bound = -4.228, relative change = 1.130e-04)
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## Completing Iteration 123 (approx. per word bound = -4.227, relative change = 1.246e-04)
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## Completing Iteration 124 (approx. per word bound = -4.227, relative change = 1.346e-04)
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## Completing Iteration 125 (approx. per word bound = -4.226, relative change = 1.359e-04)
## Topic 1: milit, suspect, offici, two, al-qaida
## Topic 2: armi, middl, suicid, bomber, car
## Topic 3: yemen, kill, qaeda, forc, six
## Topic 4: --, secur, drone, aden, strike
## Topic 5: --, soldier, yemeni, attack, gunmen
## .....................................................................................................
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## Completing Iteration 126 (approx. per word bound = -4.226, relative change = 1.325e-04)
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## Completing Iteration 127 (approx. per word bound = -4.225, relative change = 1.309e-04)
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## Completing Iteration 128 (approx. per word bound = -4.224, relative change = 1.338e-04)
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## Completing Iteration 129 (approx. per word bound = -4.224, relative change = 1.403e-04)
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## Completing Iteration 130 (approx. per word bound = -4.223, relative change = 1.487e-04)
## Topic 1: milit, suspect, offici, two, al-qaida
## Topic 2: armi, middl, suicid, bomber, car
## Topic 3: yemen, kill, qaeda, forc, six
## Topic 4: --, secur, drone, aden, strike
## Topic 5: --, soldier, yemeni, attack, gunmen
## .....................................................................................................
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## Completing Iteration 131 (approx. per word bound = -4.223, relative change = 1.559e-04)
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## Completing Iteration 132 (approx. per word bound = -4.222, relative change = 1.601e-04)
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## Completing Iteration 133 (approx. per word bound = -4.221, relative change = 1.600e-04)
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## Completing Iteration 134 (approx. per word bound = -4.221, relative change = 1.560e-04)
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## Completing Iteration 135 (approx. per word bound = -4.220, relative change = 1.493e-04)
## Topic 1: milit, suspect, offici, two, al-qaida
## Topic 2: armi, middl, suicid, bomber, car
## Topic 3: yemen, kill, qaeda, forc, six
## Topic 4: --, secur, drone, aden, gulf
## Topic 5: --, soldier, yemeni, attack, clash
## .....................................................................................................
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## Completing Iteration 136 (approx. per word bound = -4.219, relative change = 1.414e-04)
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## Completing Iteration 137 (approx. per word bound = -4.219, relative change = 1.344e-04)
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## Completing Iteration 138 (approx. per word bound = -4.218, relative change = 1.291e-04)
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## Completing Iteration 139 (approx. per word bound = -4.218, relative change = 1.257e-04)
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## Completing Iteration 140 (approx. per word bound = -4.217, relative change = 1.239e-04)
## Topic 1: milit, suspect, offici, two, al-qaida
## Topic 2: armi, middl, suicid, bomber, car
## Topic 3: yemen, kill, qaeda, forc, six
## Topic 4: --, secur, drone, aden, gulf
## Topic 5: --, soldier, yemeni, attack, clash
## .....................................................................................................
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## Completing Iteration 141 (approx. per word bound = -4.217, relative change = 1.223e-04)
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## Completing Iteration 142 (approx. per word bound = -4.216, relative change = 1.194e-04)
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## Completing Iteration 143 (approx. per word bound = -4.216, relative change = 1.143e-04)
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## Completing Iteration 144 (approx. per word bound = -4.215, relative change = 1.078e-04)
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## Completing Iteration 145 (approx. per word bound = -4.215, relative change = 1.011e-04)
## Topic 1: milit, suspect, offici, two, al-qaida
## Topic 2: armi, middl, suicid, bomb, bomber
## Topic 3: kill, yemen, qaeda, forc, six
## Topic 4: --, secur, drone, aden, gulf
## Topic 5: --, soldier, yemeni, attack, clash
## .....................................................................................................
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## Completing Iteration 146 (approx. per word bound = -4.214, relative change = 9.547e-05)
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## Completing Iteration 147 (approx. per word bound = -4.214, relative change = 9.154e-05)
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## Completing Iteration 148 (approx. per word bound = -4.214, relative change = 8.909e-05)
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## Completing Iteration 149 (approx. per word bound = -4.213, relative change = 8.751e-05)
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## Completing Iteration 150 (approx. per word bound = -4.213, relative change = 8.587e-05)
## Topic 1: milit, suspect, offici, two, al-qaida
## Topic 2: armi, middl, suicid, bomb, bomber
## Topic 3: kill, yemen, qaeda, forc, six
## Topic 4: --, secur, drone, aden, gulf
## Topic 5: --, soldier, yemeni, attack, yemen
## .....................................................................................................
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## Completing Iteration 151 (approx. per word bound = -4.213, relative change = 8.379e-05)
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## Completing Iteration 152 (approx. per word bound = -4.212, relative change = 8.152e-05)
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## Completing Iteration 153 (approx. per word bound = -4.212, relative change = 7.979e-05)
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## Completing Iteration 154 (approx. per word bound = -4.212, relative change = 7.899e-05)
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## Completing Iteration 155 (approx. per word bound = -4.211, relative change = 7.863e-05)
## Topic 1: milit, suspect, offici, strike, two
## Topic 2: armi, middl, suicid, bomb, al-qa'idah
## Topic 3: kill, yemen, qaeda, forc, six
## Topic 4: --, secur, drone, aden, gulf
## Topic 5: --, soldier, yemeni, attack, yemen
## .....................................................................................................
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## Completing Iteration 156 (approx. per word bound = -4.211, relative change = 7.862e-05)
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## Completing Iteration 160 (approx. per word bound = -4.210, relative change = 7.959e-05)
## Topic 1: milit, suspect, offici, strike, two
## Topic 2: armi, middl, al-qa'idah, bomb, suicid
## Topic 3: kill, yemen, qaeda, forc, six
## Topic 4: --, secur, drone, aden, gulf
## Topic 5: --, soldier, yemeni, attack, yemen
## .....................................................................................................
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## Completing Iteration 161 (approx. per word bound = -4.209, relative change = 7.921e-05)
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## Completing Iteration 165 (approx. per word bound = -4.208, relative change = 7.706e-05)
## Topic 1: milit, suspect, offici, strike, al-qaida
## Topic 2: armi, middl, al-qa'idah, bomb, suicid
## Topic 3: kill, yemen, qaeda, forc, six
## Topic 4: --, secur, drone, aden, gulf
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## Topic 1: milit, suspect, offici, strike, al-qaida
## Topic 2: armi, middl, al-qa'idah, bomb, suicid
## Topic 3: kill, yemen, qaeda, forc, six
## Topic 4: --, secur, drone, aden, gulf
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## Topic 1: milit, suspect, offici, strike, al-qaida
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## Topic 3: kill, yemen, qaeda, forc, six
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## Topic 1: milit, suspect, offici, strike, al-qaida
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## Topic 3: kill, yemen, qaeda, forc, six
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## Topic 1: milit, suspect, offici, strike, al-qaida
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## Topic 3: kill, yemen, qaeda, forc, six
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## Completing Iteration 190 (approx. per word bound = -4.202, relative change = 3.207e-05)
## Topic 1: milit, suspect, offici, strike, al-qaida
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## Topic 3: kill, yemen, qaeda, forc, six
## Topic 4: --, secur, drone, aden, gulf
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## Topic 1: milit, suspect, offici, strike, al-qaida
## Topic 2: armi, middl, al-qa'idah, bomb, suicid
## Topic 3: kill, yemen, qaeda, forc, six
## Topic 4: --, secur, drone, aden, gulf
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## Topic 1: milit, suspect, offici, strike, al-qaida
## Topic 2: armi, middl, al-qa'idah, bomb, suicid
## Topic 3: kill, yemen, qaeda, forc, six
## Topic 4: --, secur, drone, aden, gulf
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## Completing Iteration 205 (approx. per word bound = -4.200, relative change = 2.320e-05)
## Topic 1: milit, suspect, offici, strike, al-qaida
## Topic 2: armi, middl, al-qa'idah, bomb, suicid
## Topic 3: kill, yemen, qaeda, forc, six
## Topic 4: --, secur, drone, aden, gulf
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## Completing Iteration 210 (approx. per word bound = -4.200, relative change = 1.949e-05)
## Topic 1: milit, suspect, offici, strike, al-qaida
## Topic 2: armi, middl, al-qa'idah, bomb, suicid
## Topic 3: kill, yemen, qaeda, six, forc
## Topic 4: --, secur, drone, aden, gulf
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## Completing Iteration 211 (approx. per word bound = -4.200, relative change = 2.406e-05)
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## Completing Iteration 215 (approx. per word bound = -4.199, relative change = 4.624e-05)
## Topic 1: milit, suspect, offici, strike, al-qaida
## Topic 2: armi, middl, al-qa'idah, bomb, suicid
## Topic 3: kill, yemen, qaeda, six, forc
## Topic 4: --, secur, drone, aden, gulf
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## Completing Iteration 216 (approx. per word bound = -4.199, relative change = 4.322e-05)
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## Completing Iteration 220 (approx. per word bound = -4.198, relative change = 1.791e-05)
## Topic 1: milit, suspect, offici, strike, al-qaida
## Topic 2: armi, middl, al-qa'idah, bomb, suicid
## Topic 3: kill, yemen, qaeda, six, forc
## Topic 4: --, secur, drone, aden, gulf
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## Completing Iteration 221 (approx. per word bound = -4.198, relative change = 1.613e-05)
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## Completing Iteration 225 (approx. per word bound = -4.198, relative change = 1.851e-05)
## Topic 1: milit, suspect, offici, strike, al-qaida
## Topic 2: armi, middl, al-qa'idah, bomb, militari
## Topic 3: kill, yemen, qaeda, six, forc
## Topic 4: --, secur, drone, aden, gulf
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## Completing Iteration 226 (approx. per word bound = -4.198, relative change = 1.874e-05)
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## Completing Iteration 230 (approx. per word bound = -4.198, relative change = 1.756e-05)
## Topic 1: milit, suspect, offici, strike, al-qaida
## Topic 2: armi, middl, al-qa'idah, bomb, militari
## Topic 3: kill, yemen, qaeda, six, forc
## Topic 4: --, secur, drone, aden, gulf
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## .....................................................................................................
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## Completing Iteration 231 (approx. per word bound = -4.198, relative change = 1.708e-05)
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## Completing Iteration 232 (approx. per word bound = -4.198, relative change = 1.650e-05)
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## Completing Iteration 234 (approx. per word bound = -4.197, relative change = 1.722e-05)
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## Completing Iteration 235 (approx. per word bound = -4.197, relative change = 1.934e-05)
## Topic 1: milit, suspect, offici, strike, al-qaida
## Topic 2: armi, middl, al-qa'idah, bomb, militari
## Topic 3: kill, yemen, qaeda, six, forc
## Topic 4: --, secur, drone, aden, gulf
## Topic 5: --, yemen, soldier, yemeni, attack
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## Completing Iteration 236 (approx. per word bound = -4.197, relative change = 2.344e-05)
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## Completing Iteration 237 (approx. per word bound = -4.197, relative change = 3.151e-05)
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## Completing Iteration 239 (approx. per word bound = -4.197, relative change = 6.369e-05)
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## Completing Iteration 240 (approx. per word bound = -4.196, relative change = 6.978e-05)
## Topic 1: milit, suspect, offici, strike, al-qaida
## Topic 2: armi, middl, al-qa'idah, bomb, militari
## Topic 3: kill, yemen, qaeda, six, forc
## Topic 4: --, secur, drone, aden, gulf
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## .....................................................................................................
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## Completing Iteration 241 (approx. per word bound = -4.196, relative change = 6.003e-05)
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## Completing Iteration 245 (approx. per word bound = -4.195, relative change = 2.924e-05)
## Topic 1: milit, suspect, offici, strike, al-qaida
## Topic 2: armi, middl, al-qa'idah, bomb, militari
## Topic 3: kill, yemen, qaeda, six, forc
## Topic 4: --, secur, drone, aden, gulf
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## Completing Iteration 246 (approx. per word bound = -4.195, relative change = 2.464e-05)
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## Completing Iteration 250 (approx. per word bound = -4.195, relative change = 1.487e-05)
## Topic 1: milit, suspect, offici, strike, al-qaida
## Topic 2: armi, middl, al-qa'idah, bomb, militari
## Topic 3: kill, yemen, qaeda, six, forc
## Topic 4: --, secur, drone, aden, gulf
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## Completing Iteration 251 (approx. per word bound = -4.195, relative change = 1.468e-05)
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## Completing Iteration 255 (approx. per word bound = -4.195, relative change = 2.393e-05)
## Topic 1: milit, suspect, offici, strike, al-qaida
## Topic 2: armi, middl, al-qa'idah, bomb, militari
## Topic 3: kill, yemen, qaeda, six, forc
## Topic 4: --, secur, drone, aden, gulf
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## Completing Iteration 256 (approx. per word bound = -4.195, relative change = 2.935e-05)
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## Completing Iteration 257 (approx. per word bound = -4.194, relative change = 3.554e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 258 (approx. per word bound = -4.194, relative change = 4.080e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 259 (approx. per word bound = -4.194, relative change = 4.397e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 260 (approx. per word bound = -4.194, relative change = 4.605e-05)
## Topic 1: milit, suspect, offici, strike, al-qaida
## Topic 2: armi, middl, al-qa'idah, bomb, militari
## Topic 3: kill, yemen, qaeda, six, civilian
## Topic 4: --, secur, drone, aden, gulf
## Topic 5: --, yemen, soldier, yemeni, attack
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 261 (approx. per word bound = -4.194, relative change = 4.715e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 262 (approx. per word bound = -4.193, relative change = 4.559e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 263 (approx. per word bound = -4.193, relative change = 4.148e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 264 (approx. per word bound = -4.193, relative change = 3.700e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 265 (approx. per word bound = -4.193, relative change = 3.417e-05)
## Topic 1: milit, suspect, offici, strike, al-qaida
## Topic 2: armi, middl, al-qa'idah, bomb, militari
## Topic 3: kill, yemen, qaeda, six, civilian
## Topic 4: --, secur, drone, aden, gulf
## Topic 5: --, yemen, soldier, yemeni, attack
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 266 (approx. per word bound = -4.193, relative change = 3.468e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 267 (approx. per word bound = -4.193, relative change = 3.927e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 268 (approx. per word bound = -4.192, relative change = 4.789e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 269 (approx. per word bound = -4.192, relative change = 5.535e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 270 (approx. per word bound = -4.192, relative change = 5.271e-05)
## Topic 1: milit, suspect, offici, strike, al-qaida
## Topic 2: armi, middl, al-qa'idah, bomb, militari
## Topic 3: kill, yemen, qaeda, six, civilian
## Topic 4: --, secur, drone, aden, gulf
## Topic 5: --, yemen, soldier, yemeni, attack
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 271 (approx. per word bound = -4.192, relative change = 4.503e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 272 (approx. per word bound = -4.192, relative change = 3.914e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 273 (approx. per word bound = -4.192, relative change = 3.382e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 274 (approx. per word bound = -4.191, relative change = 2.729e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 275 (approx. per word bound = -4.191, relative change = 2.047e-05)
## Topic 1: milit, suspect, offici, strike, al-qaida
## Topic 2: armi, middl, al-qa'idah, bomb, militari
## Topic 3: kill, yemen, qaeda, six, civilian
## Topic 4: --, secur, drone, aden, gulf
## Topic 5: --, yemen, soldier, yemeni, attack
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 276 (approx. per word bound = -4.191, relative change = 1.480e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 277 (approx. per word bound = -4.191, relative change = 1.081e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ......
## Recovering initialization...
## ......
## Initialization complete.
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.758)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.491, relative change = 5.595e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.415, relative change = 1.697e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.379, relative change = 8.104e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.359, relative change = 4.641e-03)
## Topic 1: armi, leader, battl, citi, senior
## Topic 2: yemen, secur, air, al, target
## Topic 3: yemen, soldier, suspect, kill, gulf
## Topic 4: --, kill, milit, yemeni, attack
## Topic 5: aden, threat, critic, four, town
## Topic 6: qaeda, strike, kill, two, troop
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.346, relative change = 3.006e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.336, relative change = 2.185e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.329, relative change = 1.730e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.322, relative change = 1.686e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.311, relative change = 2.552e-03)
## Topic 1: armi, leader, battl, citi, senior
## Topic 2: yemen, secur, air, al, target
## Topic 3: yemen, soldier, suspect, kill, us
## Topic 4: --, kill, milit, yemeni, attack
## Topic 5: aden, threat, critic, secur, four
## Topic 6: qaeda, kill, strike, two, troop
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.292, relative change = 4.383e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.277, relative change = 3.401e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.270, relative change = 1.780e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.265, relative change = 1.156e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.261, relative change = 7.366e-04)
## Topic 1: armi, leader, battl, citi, senior
## Topic 2: yemen, air, al, secur, target
## Topic 3: yemen, soldier, suspect, kill, us
## Topic 4: --, kill, milit, yemeni, attack
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, kill, strike, two, troop
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.259, relative change = 4.913e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.258, relative change = 3.506e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.257, relative change = 2.756e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.256, relative change = 2.771e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.254, relative change = 3.576e-04)
## Topic 1: armi, leader, battl, citi, senior
## Topic 2: yemen, air, al, houthi, target
## Topic 3: yemen, soldier, suspect, kill, us
## Topic 4: --, kill, milit, yemeni, attack
## Topic 5: --, secur, aden, gulf, threat
## Topic 6: qaeda, kill, strike, two, troop
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.252, relative change = 4.300e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.250, relative change = 4.458e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.248, relative change = 4.285e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.247, relative change = 3.714e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.246, relative change = 3.175e-04)
## Topic 1: armi, leader, battl, citi, local
## Topic 2: yemen, air, al, houthi, target
## Topic 3: yemen, soldier, suspect, kill, us
## Topic 4: --, kill, milit, yemeni, attack
## Topic 5: --, secur, aden, gulf, threat
## Topic 6: qaeda, kill, strike, two, troop
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.244, relative change = 3.485e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.242, relative change = 4.453e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.240, relative change = 4.466e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.239, relative change = 3.959e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.237, relative change = 2.917e-04)
## Topic 1: armi, leader, -yemen, battl, citi
## Topic 2: yemen, air, al, sanaa, target
## Topic 3: yemen, soldier, suspect, kill, dead
## Topic 4: --, kill, milit, yemeni, attack
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, kill, strike, two, troop
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.236, relative change = 2.914e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.235, relative change = 2.657e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.234, relative change = 2.501e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.233, relative change = 2.104e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.232, relative change = 1.573e-04)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, al, sanaa, target
## Topic 3: yemen, soldier, suspect, kill, dead
## Topic 4: --, kill, milit, yemeni, attack
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, kill, strike, two, troop
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.232, relative change = 1.886e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.230, relative change = 2.622e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.229, relative change = 2.435e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.229, relative change = 1.818e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.228, relative change = 1.611e-04)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, al, sanaa, target
## Topic 3: yemen, soldier, suspect, kill, dead
## Topic 4: --, kill, milit, yemeni, attack
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, kill, strike, two, troop
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.227, relative change = 1.569e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.227, relative change = 1.406e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.226, relative change = 1.299e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -4.226, relative change = 1.192e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.225, relative change = 1.137e-04)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, al, sanaa, peopl
## Topic 3: yemen, soldier, suspect, kill, dead
## Topic 4: --, kill, milit, yemeni, attack
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, kill, strike, two, troop
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.225, relative change = 1.169e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.224, relative change = 1.272e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -4.224, relative change = 1.375e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -4.223, relative change = 1.470e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.222, relative change = 1.831e-04)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, al, peopl, sanaa
## Topic 3: yemen, soldier, suspect, kill, dead
## Topic 4: --, kill, milit, yemeni, attack
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, kill, strike, two, troop
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -4.221, relative change = 2.580e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -4.220, relative change = 3.605e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -4.218, relative change = 4.477e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -4.216, relative change = 4.178e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.215, relative change = 3.065e-04)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, al, peopl, sanaa
## Topic 3: yemen, soldier, suspect, kill, dead
## Topic 4: --, kill, milit, yemeni, attack
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, kill, strike, two, troop
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -4.214, relative change = 2.381e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -4.213, relative change = 2.050e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -4.212, relative change = 1.959e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -4.211, relative change = 2.027e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -4.210, relative change = 1.987e-04)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, al, peopl, sanaa
## Topic 3: yemen, soldier, suspect, kill, dead
## Topic 4: --, kill, milit, yemeni, attack
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, kill, strike, two, troop
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -4.210, relative change = 1.696e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -4.209, relative change = 1.579e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -4.208, relative change = 1.789e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -4.207, relative change = 2.152e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -4.206, relative change = 2.282e-04)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, al, peopl, sanaa
## Topic 3: yemen, soldier, suspect, kill, dead
## Topic 4: --, kill, milit, yemeni, attack
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, kill, strike, two, troop
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -4.205, relative change = 2.104e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -4.205, relative change = 1.659e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -4.204, relative change = 1.434e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -4.203, relative change = 1.349e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -4.203, relative change = 1.269e-04)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, al, peopl, sanaa
## Topic 3: yemen, soldier, suspect, kill, dead
## Topic 4: --, kill, milit, yemeni, attack
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, kill, strike, troop, two
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -4.202, relative change = 1.264e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -4.202, relative change = 1.336e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -4.201, relative change = 1.399e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -4.201, relative change = 1.421e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -4.200, relative change = 1.403e-04)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, al, peopl, sanaa
## Topic 3: yemen, soldier, suspect, kill, dead
## Topic 4: --, kill, milit, yemeni, attack
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, kill, strike, troop, bomb
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -4.200, relative change = 1.252e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -4.199, relative change = 1.142e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -4.199, relative change = 1.129e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -4.198, relative change = 1.103e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -4.198, relative change = 1.105e-04)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, al, peopl, sanaa
## Topic 3: yemen, soldier, suspect, kill, dead
## Topic 4: --, kill, milit, yemeni, attack
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, kill, strike, bomb, us
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## Completing Iteration 81 (approx. per word bound = -4.197, relative change = 1.161e-04)
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## Completing Iteration 82 (approx. per word bound = -4.197, relative change = 1.237e-04)
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## Completing Iteration 83 (approx. per word bound = -4.196, relative change = 1.250e-04)
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## Completing Iteration 84 (approx. per word bound = -4.196, relative change = 1.133e-04)
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## Completing Iteration 85 (approx. per word bound = -4.195, relative change = 9.467e-05)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, al, peopl, sanaa
## Topic 3: yemen, soldier, suspect, kill, dead
## Topic 4: --, milit, yemeni, kill, attack
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, kill, strike, bomb, us
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## Completing Iteration 86 (approx. per word bound = -4.195, relative change = 8.325e-05)
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## Completing Iteration 89 (approx. per word bound = -4.194, relative change = 7.772e-05)
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## Completing Iteration 90 (approx. per word bound = -4.194, relative change = 7.930e-05)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, al, peopl, sanaa
## Topic 3: yemen, soldier, suspect, kill, dead
## Topic 4: --, milit, yemeni, attack, kill
## Topic 5: secur, --, aden, gulf, threat
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## Completing Iteration 91 (approx. per word bound = -4.193, relative change = 8.259e-05)
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## Completing Iteration 95 (approx. per word bound = -4.191, relative change = 1.531e-04)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, al, peopl, sanaa
## Topic 3: yemen, soldier, suspect, kill, two
## Topic 4: --, milit, yemeni, attack, kill
## Topic 5: secur, --, aden, gulf, threat
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## Completing Iteration 96 (approx. per word bound = -4.191, relative change = 1.414e-04)
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## Completing Iteration 100 (approx. per word bound = -4.188, relative change = 1.662e-04)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, al, peopl, sanaa
## Topic 3: yemen, soldier, suspect, kill, two
## Topic 4: --, milit, yemeni, attack, kill
## Topic 5: secur, --, aden, gulf, threat
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## Completing Iteration 101 (approx. per word bound = -4.187, relative change = 1.624e-04)
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## Completing Iteration 105 (approx. per word bound = -4.185, relative change = 1.564e-04)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, al, peopl, sanaa
## Topic 3: yemen, soldier, suspect, kill, two
## Topic 4: --, milit, yemeni, attack, kill
## Topic 5: secur, --, aden, gulf, threat
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## Completing Iteration 106 (approx. per word bound = -4.184, relative change = 1.515e-04)
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## Completing Iteration 110 (approx. per word bound = -4.182, relative change = 1.308e-04)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, al, fight, peopl
## Topic 3: yemen, soldier, suspect, kill, two
## Topic 4: --, milit, yemeni, attack, kill
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, kill, drone, strike, --
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## Completing Iteration 111 (approx. per word bound = -4.181, relative change = 1.242e-04)
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## Completing Iteration 115 (approx. per word bound = -4.179, relative change = 9.371e-05)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, fight, al, peopl
## Topic 3: yemen, soldier, suspect, kill, two
## Topic 4: --, milit, yemeni, attack, kill
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, kill, drone, --, strike
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## Completing Iteration 116 (approx. per word bound = -4.179, relative change = 9.297e-05)
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## Completing Iteration 118 (approx. per word bound = -4.178, relative change = 1.002e-04)
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## Completing Iteration 119 (approx. per word bound = -4.178, relative change = 1.077e-04)
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## Completing Iteration 120 (approx. per word bound = -4.177, relative change = 1.206e-04)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, fight, peopl, sanaa
## Topic 3: yemen, soldier, suspect, kill, two
## Topic 4: --, yemeni, milit, attack, offici
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, kill, --, drone, strike
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## Completing Iteration 121 (approx. per word bound = -4.177, relative change = 1.478e-04)
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## Completing Iteration 123 (approx. per word bound = -4.175, relative change = 2.111e-04)
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## Completing Iteration 125 (approx. per word bound = -4.174, relative change = 1.217e-04)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, fight, peopl, sanaa
## Topic 3: yemen, soldier, suspect, kill, clash
## Topic 4: --, yemeni, milit, attack, offici
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, kill, --, drone, strike
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## Completing Iteration 126 (approx. per word bound = -4.173, relative change = 1.136e-04)
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## Completing Iteration 129 (approx. per word bound = -4.172, relative change = 1.088e-04)
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## Completing Iteration 130 (approx. per word bound = -4.172, relative change = 1.067e-04)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, fight, peopl, sanaa
## Topic 3: yemen, soldier, suspect, kill, clash
## Topic 4: --, yemeni, milit, attack, offici
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, kill, --, drone, strike
## .....................................................................................................
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## Completing Iteration 131 (approx. per word bound = -4.171, relative change = 1.046e-04)
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## Completing Iteration 132 (approx. per word bound = -4.171, relative change = 1.029e-04)
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## Completing Iteration 133 (approx. per word bound = -4.170, relative change = 1.020e-04)
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## Completing Iteration 134 (approx. per word bound = -4.170, relative change = 1.017e-04)
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## Completing Iteration 135 (approx. per word bound = -4.169, relative change = 1.024e-04)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, fight, peopl, sanaa
## Topic 3: yemen, soldier, suspect, kill, clash
## Topic 4: --, yemeni, milit, attack, offici
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, kill, --, drone, strike
## .....................................................................................................
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## Completing Iteration 136 (approx. per word bound = -4.169, relative change = 1.048e-04)
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## Completing Iteration 137 (approx. per word bound = -4.168, relative change = 1.082e-04)
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## Completing Iteration 138 (approx. per word bound = -4.168, relative change = 1.135e-04)
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## Completing Iteration 139 (approx. per word bound = -4.167, relative change = 1.201e-04)
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## Completing Iteration 140 (approx. per word bound = -4.167, relative change = 1.276e-04)
## Topic 1: armi, -yemen, battl, citi, leader
## Topic 2: yemen, air, fight, peopl, sanaa
## Topic 3: yemen, kill, soldier, suspect, clash
## Topic 4: --, yemeni, milit, attack, offici
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, kill, --, drone, strike
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## Completing Iteration 141 (approx. per word bound = -4.166, relative change = 1.351e-04)
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## Completing Iteration 142 (approx. per word bound = -4.166, relative change = 1.415e-04)
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## Completing Iteration 143 (approx. per word bound = -4.165, relative change = 1.470e-04)
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## Completing Iteration 144 (approx. per word bound = -4.165, relative change = 1.512e-04)
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## Completing Iteration 145 (approx. per word bound = -4.164, relative change = 1.502e-04)
## Topic 1: armi, -yemen, milit, battl, citi
## Topic 2: yemen, air, fight, dead, peopl
## Topic 3: yemen, kill, soldier, suspect, clash
## Topic 4: --, yemeni, milit, attack, offici
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, kill, --, drone, yemen
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## Completing Iteration 146 (approx. per word bound = -4.163, relative change = 1.409e-04)
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## Completing Iteration 147 (approx. per word bound = -4.163, relative change = 1.279e-04)
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## Completing Iteration 148 (approx. per word bound = -4.162, relative change = 1.207e-04)
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## Completing Iteration 149 (approx. per word bound = -4.162, relative change = 1.146e-04)
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## Completing Iteration 150 (approx. per word bound = -4.161, relative change = 1.095e-04)
## Topic 1: armi, -yemen, milit, battl, citi
## Topic 2: yemen, air, dead, fight, clash
## Topic 3: yemen, kill, soldier, suspect, clash
## Topic 4: --, yemeni, milit, attack, offici
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: qaeda, --, kill, yemen, drone
## .....................................................................................................
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## Completing Iteration 151 (approx. per word bound = -4.161, relative change = 1.050e-04)
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## Completing Iteration 152 (approx. per word bound = -4.161, relative change = 1.015e-04)
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## Completing Iteration 153 (approx. per word bound = -4.160, relative change = 9.925e-05)
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## Completing Iteration 154 (approx. per word bound = -4.160, relative change = 9.857e-05)
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## Completing Iteration 155 (approx. per word bound = -4.159, relative change = 1.002e-04)
## Topic 1: armi, milit, -yemen, battl, citi
## Topic 2: yemen, air, dead, fight, clash
## Topic 3: yemen, kill, soldier, suspect, clash
## Topic 4: --, yemeni, attack, milit, offici
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: --, qaeda, kill, yemen, drone
## .....................................................................................................
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## Completing Iteration 156 (approx. per word bound = -4.159, relative change = 1.027e-04)
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## Completing Iteration 157 (approx. per word bound = -4.158, relative change = 1.052e-04)
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## Completing Iteration 158 (approx. per word bound = -4.158, relative change = 1.063e-04)
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## Completing Iteration 159 (approx. per word bound = -4.158, relative change = 1.041e-04)
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## Completing Iteration 160 (approx. per word bound = -4.157, relative change = 9.922e-05)
## Topic 1: armi, milit, -yemen, battl, citi
## Topic 2: yemen, dead, air, clash, fight
## Topic 3: yemen, kill, soldier, suspect, clash
## Topic 4: --, yemeni, attack, milit, offici
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: --, qaeda, kill, yemen, drone
## .....................................................................................................
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## Completing Iteration 161 (approx. per word bound = -4.157, relative change = 8.957e-05)
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## Completing Iteration 162 (approx. per word bound = -4.156, relative change = 8.009e-05)
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## Completing Iteration 163 (approx. per word bound = -4.156, relative change = 7.280e-05)
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## Completing Iteration 164 (approx. per word bound = -4.156, relative change = 6.754e-05)
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## Completing Iteration 165 (approx. per word bound = -4.156, relative change = 6.345e-05)
## Topic 1: armi, milit, -yemen, battl, citi
## Topic 2: yemen, dead, air, clash, fight
## Topic 3: yemen, kill, soldier, suspect, clash
## Topic 4: --, yemeni, attack, milit, offici
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: --, qaeda, kill, yemen, drone
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## Completing Iteration 166 (approx. per word bound = -4.155, relative change = 6.046e-05)
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## Completing Iteration 167 (approx. per word bound = -4.155, relative change = 5.757e-05)
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## Completing Iteration 168 (approx. per word bound = -4.155, relative change = 5.563e-05)
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## Completing Iteration 169 (approx. per word bound = -4.155, relative change = 5.482e-05)
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## Completing Iteration 170 (approx. per word bound = -4.154, relative change = 5.648e-05)
## Topic 1: armi, milit, -yemen, battl, citi
## Topic 2: yemen, dead, air, clash, fight
## Topic 3: yemen, kill, soldier, suspect, --
## Topic 4: --, yemeni, attack, offici, milit
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: --, kill, qaeda, yemen, drone
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## Completing Iteration 171 (approx. per word bound = -4.154, relative change = 6.068e-05)
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## Completing Iteration 172 (approx. per word bound = -4.154, relative change = 6.606e-05)
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## Completing Iteration 173 (approx. per word bound = -4.154, relative change = 6.977e-05)
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## Completing Iteration 174 (approx. per word bound = -4.153, relative change = 6.992e-05)
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## Completing Iteration 175 (approx. per word bound = -4.153, relative change = 6.566e-05)
## Topic 1: armi, milit, -yemen, battl, citi
## Topic 2: yemen, dead, air, clash, fight
## Topic 3: yemen, kill, soldier, suspect, --
## Topic 4: --, yemeni, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: --, kill, qaeda, yemen, drone
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## Completing Iteration 176 (approx. per word bound = -4.153, relative change = 5.701e-05)
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## Completing Iteration 177 (approx. per word bound = -4.153, relative change = 4.892e-05)
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## Completing Iteration 178 (approx. per word bound = -4.152, relative change = 4.552e-05)
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## Completing Iteration 179 (approx. per word bound = -4.152, relative change = 4.515e-05)
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## Completing Iteration 180 (approx. per word bound = -4.152, relative change = 4.747e-05)
## Topic 1: armi, milit, -yemen, battl, citi
## Topic 2: yemen, dead, air, clash, fight
## Topic 3: yemen, kill, soldier, suspect, --
## Topic 4: --, yemeni, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: --, kill, qaeda, yemen, drone
## .....................................................................................................
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## Completing Iteration 181 (approx. per word bound = -4.152, relative change = 5.034e-05)
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## Topic 1: milit, armi, -yemen, battl, citi
## Topic 2: yemen, dead, air, clash, fight
## Topic 3: yemen, kill, soldier, suspect, --
## Topic 4: --, yemeni, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
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## Topic 1: milit, armi, -yemen, battl, citi
## Topic 2: yemen, dead, air, clash, fight
## Topic 3: yemen, kill, soldier, --, suspect
## Topic 4: --, yemeni, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
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## Topic 1: milit, armi, -yemen, battl, citi
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## Topic 4: --, yemeni, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
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## Topic 1: milit, armi, -yemen, battl, citi
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## Topic 4: --, yemeni, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
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## Topic 1: milit, armi, -yemen, battl, citi
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## Topic 4: --, yemeni, attack, offici, middl
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## Completing Iteration 210 (approx. per word bound = -4.145, relative change = 2.197e-05)
## Topic 1: milit, armi, -yemen, battl, citi
## Topic 2: yemen, dead, air, clash, fight
## Topic 3: yemen, --, kill, soldier, suspect
## Topic 4: --, yemeni, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
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## Completing Iteration 215 (approx. per word bound = -4.144, relative change = 1.539e-05)
## Topic 1: milit, armi, -yemen, battl, citi
## Topic 2: yemen, dead, air, clash, fight
## Topic 3: yemen, --, kill, soldier, qaeda
## Topic 4: --, yemeni, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: --, kill, yemen, qaeda, drone
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## Completing Iteration 216 (approx. per word bound = -4.144, relative change = 1.519e-05)
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## Completing Iteration 220 (approx. per word bound = -4.144, relative change = 1.525e-05)
## Topic 1: milit, armi, -yemen, battl, citi
## Topic 2: yemen, dead, air, clash, fight
## Topic 3: yemen, --, kill, soldier, qaeda
## Topic 4: --, yemeni, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
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## Completing Iteration 225 (approx. per word bound = -4.144, relative change = 1.658e-05)
## Topic 1: milit, armi, -yemen, battl, citi
## Topic 2: yemen, dead, air, clash, fight
## Topic 3: yemen, --, kill, soldier, qaeda
## Topic 4: --, yemeni, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: --, kill, yemen, qaeda, drone
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## Completing Iteration 230 (approx. per word bound = -4.143, relative change = 2.408e-05)
## Topic 1: milit, armi, -yemen, battl, citi
## Topic 2: yemen, dead, air, clash, fight
## Topic 3: yemen, --, kill, soldier, qaeda
## Topic 4: --, yemeni, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: --, kill, yemen, qaeda, drone
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## Completing Iteration 231 (approx. per word bound = -4.143, relative change = 2.623e-05)
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## Completing Iteration 232 (approx. per word bound = -4.143, relative change = 2.909e-05)
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## Completing Iteration 233 (approx. per word bound = -4.143, relative change = 3.220e-05)
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## Completing Iteration 234 (approx. per word bound = -4.142, relative change = 3.438e-05)
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## Completing Iteration 235 (approx. per word bound = -4.142, relative change = 3.426e-05)
## Topic 1: milit, armi, -yemen, battl, citi
## Topic 2: yemen, dead, air, clash, fight
## Topic 3: yemen, --, kill, soldier, qaeda
## Topic 4: --, yemeni, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: --, kill, yemen, qaeda, drone
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## Completing Iteration 236 (approx. per word bound = -4.142, relative change = 3.159e-05)
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## Completing Iteration 237 (approx. per word bound = -4.142, relative change = 2.864e-05)
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## Completing Iteration 240 (approx. per word bound = -4.142, relative change = 2.546e-05)
## Topic 1: milit, armi, -yemen, battl, citi
## Topic 2: yemen, dead, air, clash, fight
## Topic 3: yemen, --, kill, soldier, qaeda
## Topic 4: --, yemeni, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: --, kill, yemen, qaeda, drone
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## Completing Iteration 241 (approx. per word bound = -4.142, relative change = 2.313e-05)
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## Completing Iteration 245 (approx. per word bound = -4.141, relative change = 1.718e-05)
## Topic 1: milit, armi, -yemen, battl, citi
## Topic 2: yemen, dead, air, clash, --
## Topic 3: yemen, --, kill, soldier, qaeda
## Topic 4: --, yemeni, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: --, kill, yemen, qaeda, drone
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## Completing Iteration 246 (approx. per word bound = -4.141, relative change = 1.723e-05)
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## Completing Iteration 250 (approx. per word bound = -4.141, relative change = 2.126e-05)
## Topic 1: milit, armi, -yemen, battl, citi
## Topic 2: yemen, dead, air, --, clash
## Topic 3: yemen, --, kill, soldier, qaeda
## Topic 4: --, yemeni, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: --, kill, yemen, qaeda, drone
## .....................................................................................................
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## Completing Iteration 251 (approx. per word bound = -4.141, relative change = 2.396e-05)
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## Completing Iteration 252 (approx. per word bound = -4.141, relative change = 2.764e-05)
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## Completing Iteration 254 (approx. per word bound = -4.140, relative change = 3.656e-05)
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## Completing Iteration 255 (approx. per word bound = -4.140, relative change = 4.040e-05)
## Topic 1: milit, armi, -yemen, battl, citi
## Topic 2: yemen, dead, --, air, clash
## Topic 3: yemen, --, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: --, kill, yemen, qaeda, drone
## .....................................................................................................
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## Completing Iteration 256 (approx. per word bound = -4.140, relative change = 4.338e-05)
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## Completing Iteration 257 (approx. per word bound = -4.140, relative change = 4.685e-05)
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## Completing Iteration 258 (approx. per word bound = -4.140, relative change = 5.850e-05)
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## Completing Iteration 259 (approx. per word bound = -4.139, relative change = 8.256e-05)
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## Completing Iteration 260 (approx. per word bound = -4.139, relative change = 7.805e-05)
## Topic 1: milit, armi, -yemen, battl, citi
## Topic 2: yemen, dead, --, air, clash
## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: --, kill, yemen, qaeda, drone
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## Completing Iteration 261 (approx. per word bound = -4.139, relative change = 3.908e-05)
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## Completing Iteration 262 (approx. per word bound = -4.139, relative change = 2.415e-05)
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## Completing Iteration 264 (approx. per word bound = -4.139, relative change = 1.767e-05)
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## Completing Iteration 265 (approx. per word bound = -4.139, relative change = 1.683e-05)
## Topic 1: milit, armi, -yemen, battl, citi
## Topic 2: yemen, dead, --, air, clash
## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: --, yemen, kill, qaeda, drone
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## Completing Iteration 266 (approx. per word bound = -4.138, relative change = 1.725e-05)
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## Completing Iteration 269 (approx. per word bound = -4.138, relative change = 2.227e-05)
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## Completing Iteration 270 (approx. per word bound = -4.138, relative change = 2.065e-05)
## Topic 1: milit, armi, -yemen, battl, citi
## Topic 2: yemen, dead, --, air, clash
## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: --, yemen, kill, qaeda, drone
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## Completing Iteration 271 (approx. per word bound = -4.138, relative change = 1.990e-05)
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## Completing Iteration 272 (approx. per word bound = -4.138, relative change = 2.039e-05)
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## Completing Iteration 273 (approx. per word bound = -4.138, relative change = 2.072e-05)
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## Completing Iteration 274 (approx. per word bound = -4.138, relative change = 2.150e-05)
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## Completing Iteration 275 (approx. per word bound = -4.138, relative change = 2.352e-05)
## Topic 1: milit, armi, -yemen, civilian, battl
## Topic 2: yemen, dead, --, air, clash
## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: --, yemen, kill, qaeda, drone
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## Completing Iteration 276 (approx. per word bound = -4.138, relative change = 2.674e-05)
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## Completing Iteration 277 (approx. per word bound = -4.137, relative change = 2.943e-05)
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## Completing Iteration 278 (approx. per word bound = -4.137, relative change = 2.853e-05)
## .....................................................................................................
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## Completing Iteration 279 (approx. per word bound = -4.137, relative change = 2.527e-05)
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## Completing Iteration 280 (approx. per word bound = -4.137, relative change = 2.407e-05)
## Topic 1: milit, armi, -yemen, civilian, battl
## Topic 2: yemen, dead, --, air, clash
## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: --, yemen, kill, qaeda, drone
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## Completing Iteration 281 (approx. per word bound = -4.137, relative change = 2.990e-05)
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## Completing Iteration 285 (approx. per word bound = -4.136, relative change = 3.544e-05)
## Topic 1: milit, armi, -yemen, civilian, battl
## Topic 2: yemen, dead, --, air, clash
## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
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## Completing Iteration 286 (approx. per word bound = -4.136, relative change = 3.453e-05)
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## Completing Iteration 290 (approx. per word bound = -4.136, relative change = 3.316e-05)
## Topic 1: milit, armi, -yemen, civilian, battl
## Topic 2: yemen, dead, --, air, clash
## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
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## Completing Iteration 291 (approx. per word bound = -4.136, relative change = 3.532e-05)
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## Topic 1: milit, armi, -yemen, civilian, battl
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## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: --, yemen, kill, qaeda, drone
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## Completing Iteration 300 (approx. per word bound = -4.134, relative change = 5.530e-05)
## Topic 1: milit, armi, -yemen, civilian, battl
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## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, offici, middl
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: --, yemen, kill, qaeda, drone
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## Completing Iteration 301 (approx. per word bound = -4.133, relative change = 6.151e-05)
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## Completing Iteration 305 (approx. per word bound = -4.132, relative change = 8.507e-05)
## Topic 1: milit, armi, -yemen, civilian, battl
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## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, middl, gunmen
## Topic 5: secur, --, aden, gulf, threat
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## Completing Iteration 306 (approx. per word bound = -4.132, relative change = 8.482e-05)
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## Completing Iteration 310 (approx. per word bound = -4.131, relative change = 5.569e-05)
## Topic 1: milit, armi, -yemen, civilian, battl
## Topic 2: yemen, dead, --, air, clash
## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, middl, gunmen
## Topic 5: --, secur, aden, gulf, threat
## Topic 6: --, yemen, kill, qaeda, drone
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## Completing Iteration 311 (approx. per word bound = -4.130, relative change = 5.347e-05)
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## Completing Iteration 315 (approx. per word bound = -4.130, relative change = 3.181e-05)
## Topic 1: milit, armi, -yemen, civilian, battl
## Topic 2: yemen, dead, --, air, clash
## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, middl, gunmen
## Topic 5: --, secur, aden, gulf, threat
## Topic 6: --, yemen, kill, qaeda, drone
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## Completing Iteration 316 (approx. per word bound = -4.130, relative change = 3.272e-05)
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## Completing Iteration 317 (approx. per word bound = -4.129, relative change = 4.165e-05)
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## Completing Iteration 319 (approx. per word bound = -4.129, relative change = 5.168e-05)
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## Completing Iteration 320 (approx. per word bound = -4.129, relative change = 2.898e-05)
## Topic 1: milit, armi, -yemen, civilian, battl
## Topic 2: yemen, dead, --, air, offici
## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, middl, gunmen
## Topic 5: --, secur, aden, gulf, threat
## Topic 6: --, yemen, kill, qaeda, drone
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## Completing Iteration 321 (approx. per word bound = -4.129, relative change = 2.219e-05)
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## Completing Iteration 322 (approx. per word bound = -4.129, relative change = 2.053e-05)
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## Completing Iteration 323 (approx. per word bound = -4.129, relative change = 2.042e-05)
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## Completing Iteration 324 (approx. per word bound = -4.129, relative change = 2.157e-05)
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## Completing Iteration 325 (approx. per word bound = -4.128, relative change = 2.545e-05)
## Topic 1: milit, armi, -yemen, civilian, battl
## Topic 2: yemen, dead, --, offici, air
## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, middl, gunmen
## Topic 5: --, secur, aden, gulf, threat
## Topic 6: --, yemen, kill, qaeda, drone
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## Completing Iteration 326 (approx. per word bound = -4.128, relative change = 3.541e-05)
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## Completing Iteration 327 (approx. per word bound = -4.128, relative change = 5.271e-05)
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## Completing Iteration 328 (approx. per word bound = -4.128, relative change = 4.894e-05)
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## Completing Iteration 329 (approx. per word bound = -4.128, relative change = 3.262e-05)
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## Completing Iteration 330 (approx. per word bound = -4.128, relative change = 2.459e-05)
## Topic 1: milit, armi, -yemen, civilian, battl
## Topic 2: yemen, dead, --, offici, air
## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, middl, gunmen
## Topic 5: --, secur, aden, gulf, threat
## Topic 6: --, yemen, kill, qaeda, drone
## .....................................................................................................
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## Completing Iteration 331 (approx. per word bound = -4.128, relative change = 1.999e-05)
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## Completing Iteration 332 (approx. per word bound = -4.127, relative change = 1.636e-05)
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## Completing Iteration 333 (approx. per word bound = -4.127, relative change = 1.438e-05)
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## Completing Iteration 334 (approx. per word bound = -4.127, relative change = 1.322e-05)
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## Completing Iteration 335 (approx. per word bound = -4.127, relative change = 1.258e-05)
## Topic 1: milit, armi, -yemen, civilian, battl
## Topic 2: yemen, dead, --, offici, air
## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, middl, gunmen
## Topic 5: --, secur, aden, gulf, threat
## Topic 6: --, yemen, kill, qaeda, drone
## .....................................................................................................
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## Completing Iteration 336 (approx. per word bound = -4.127, relative change = 1.234e-05)
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## Completing Iteration 337 (approx. per word bound = -4.127, relative change = 1.207e-05)
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## Completing Iteration 338 (approx. per word bound = -4.127, relative change = 1.187e-05)
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## Completing Iteration 339 (approx. per word bound = -4.127, relative change = 1.177e-05)
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## Completing Iteration 340 (approx. per word bound = -4.127, relative change = 1.175e-05)
## Topic 1: milit, armi, -yemen, civilian, battl
## Topic 2: yemen, dead, --, offici, air
## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, middl, gunmen
## Topic 5: --, secur, aden, gulf, threat
## Topic 6: --, yemen, kill, qaeda, drone
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## Completing Iteration 341 (approx. per word bound = -4.127, relative change = 1.164e-05)
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## Completing Iteration 342 (approx. per word bound = -4.127, relative change = 1.153e-05)
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## Completing Iteration 343 (approx. per word bound = -4.127, relative change = 1.139e-05)
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## Completing Iteration 344 (approx. per word bound = -4.127, relative change = 1.102e-05)
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## Completing Iteration 345 (approx. per word bound = -4.127, relative change = 1.074e-05)
## Topic 1: milit, armi, -yemen, civilian, battl
## Topic 2: yemen, dead, --, offici, air
## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, middl, gunmen
## Topic 5: --, secur, aden, gulf, threat
## Topic 6: --, yemen, kill, qaeda, drone
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## Completing Iteration 346 (approx. per word bound = -4.127, relative change = 1.048e-05)
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## Completing Iteration 347 (approx. per word bound = -4.127, relative change = 1.038e-05)
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## Completing Iteration 348 (approx. per word bound = -4.127, relative change = 1.021e-05)
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## Completing Iteration 349 (approx. per word bound = -4.127, relative change = 1.022e-05)
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## Completing Iteration 350 (approx. per word bound = -4.127, relative change = 1.027e-05)
## Topic 1: milit, armi, -yemen, civilian, battl
## Topic 2: yemen, dead, --, offici, air
## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, middl, gunmen
## Topic 5: --, secur, aden, gulf, threat
## Topic 6: --, yemen, kill, qaeda, drone
## .....................................................................................................
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## Completing Iteration 351 (approx. per word bound = -4.127, relative change = 1.058e-05)
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## Completing Iteration 352 (approx. per word bound = -4.127, relative change = 1.086e-05)
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## Completing Iteration 353 (approx. per word bound = -4.127, relative change = 1.125e-05)
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## Completing Iteration 354 (approx. per word bound = -4.126, relative change = 1.196e-05)
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## Completing Iteration 355 (approx. per word bound = -4.126, relative change = 1.262e-05)
## Topic 1: milit, armi, -yemen, civilian, battl
## Topic 2: yemen, dead, --, offici, air
## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, middl, gunmen
## Topic 5: --, secur, aden, gulf, threat
## Topic 6: --, yemen, kill, qaeda, drone
## .....................................................................................................
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## Completing Iteration 356 (approx. per word bound = -4.126, relative change = 1.393e-05)
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## Completing Iteration 357 (approx. per word bound = -4.126, relative change = 1.546e-05)
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## Completing Iteration 358 (approx. per word bound = -4.126, relative change = 1.835e-05)
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## Completing Iteration 359 (approx. per word bound = -4.126, relative change = 2.354e-05)
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## Completing Iteration 360 (approx. per word bound = -4.126, relative change = 3.590e-05)
## Topic 1: milit, armi, -yemen, civilian, battl
## Topic 2: yemen, dead, --, offici, air
## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, middl, gunmen
## Topic 5: --, secur, aden, gulf, threat
## Topic 6: --, yemen, kill, qaeda, drone
## .....................................................................................................
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## Completing Iteration 361 (approx. per word bound = -4.126, relative change = 5.087e-05)
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## Completing Iteration 362 (approx. per word bound = -4.125, relative change = 6.421e-05)
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## Completing Iteration 363 (approx. per word bound = -4.125, relative change = 4.440e-05)
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## Completing Iteration 364 (approx. per word bound = -4.125, relative change = 3.716e-05)
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## Completing Iteration 365 (approx. per word bound = -4.125, relative change = 3.229e-05)
## Topic 1: milit, armi, -yemen, civilian, battl
## Topic 2: yemen, dead, --, offici, air
## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, middl, gunmen
## Topic 5: --, secur, aden, gulf, threat
## Topic 6: --, yemen, kill, qaeda, drone
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## Completing Iteration 366 (approx. per word bound = -4.125, relative change = 2.555e-05)
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## Completing Iteration 367 (approx. per word bound = -4.125, relative change = 1.898e-05)
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## Completing Iteration 368 (approx. per word bound = -4.125, relative change = 1.564e-05)
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## Completing Iteration 369 (approx. per word bound = -4.125, relative change = 1.607e-05)
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## Completing Iteration 370 (approx. per word bound = -4.125, relative change = 1.982e-05)
## Topic 1: milit, armi, -yemen, civilian, battl
## Topic 2: yemen, dead, --, offici, air
## Topic 3: --, yemen, kill, soldier, qaeda
## Topic 4: yemeni, --, attack, middl, gunmen
## Topic 5: --, secur, aden, gulf, threat
## Topic 6: --, yemen, kill, qaeda, drone
## .....................................................................................................
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## Completing Iteration 371 (approx. per word bound = -4.125, relative change = 2.394e-05)
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## Completing Iteration 372 (approx. per word bound = -4.124, relative change = 2.061e-05)
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## Completing Iteration 373 (approx. per word bound = -4.124, relative change = 1.214e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## .......
## Recovering initialization...
## ......
## Initialization complete.
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 1 (approx. per word bound = -4.927)
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## Completing Iteration 2 (approx. per word bound = -4.540, relative change = 7.854e-02)
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## Completing Iteration 3 (approx. per word bound = -4.442, relative change = 2.154e-02)
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## Completing Iteration 4 (approx. per word bound = -4.400, relative change = 9.490e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.376, relative change = 5.558e-03)
## Topic 1: forc, al-qa'idah, middl, claim, senior
## Topic 2: yemeni, strike, al-qa'idah, gunmen, capit
## Topic 3: kill, soldier, --, milit, critic
## Topic 4: qaeda, yemen, armi, milit, drone
## Topic 5: yemen, secur, offici, middl, gulf
## Topic 6: attack, yemen, al-qaida, al-qaeda, four
## Topic 7: --, suspect, clash, offic, gunmen
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 6 (approx. per word bound = -4.355, relative change = 4.727e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 7 (approx. per word bound = -4.330, relative change = 5.735e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 8 (approx. per word bound = -4.306, relative change = 5.444e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 9 (approx. per word bound = -4.293, relative change = 3.152e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 10 (approx. per word bound = -4.284, relative change = 2.079e-03)
## Topic 1: middl, al-qa'idah, forc, claim, senior
## Topic 2: yemeni, strike, gunmen, capit, base
## Topic 3: kill, soldier, --, two, milit
## Topic 4: qaeda, yemen, milit, armi, drone
## Topic 5: yemen, secur, offici, aden, gulf
## Topic 6: yemen, attack, al-qaida, al-qaeda, four
## Topic 7: --, suspect, clash, offic, gunmen
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 11 (approx. per word bound = -4.277, relative change = 1.674e-03)
## .....................................................................................................
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## Completing Iteration 12 (approx. per word bound = -4.270, relative change = 1.496e-03)
## .....................................................................................................
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## Completing Iteration 13 (approx. per word bound = -4.265, relative change = 1.312e-03)
## .....................................................................................................
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## Completing Iteration 14 (approx. per word bound = -4.260, relative change = 1.034e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 15 (approx. per word bound = -4.257, relative change = 8.472e-04)
## Topic 1: middl, al-qa'idah, forc, claim, senior
## Topic 2: yemeni, strike, gunmen, intellig, capit
## Topic 3: kill, soldier, --, two, air
## Topic 4: qaeda, yemen, milit, armi, drone
## Topic 5: secur, offici, aden, yemen, gulf
## Topic 6: yemen, attack, al-qaida, al-qaeda, four
## Topic 7: --, suspect, clash, offic, bomb
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 16 (approx. per word bound = -4.253, relative change = 8.099e-04)
## .....................................................................................................
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## Completing Iteration 17 (approx. per word bound = -4.250, relative change = 7.698e-04)
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## Completing Iteration 18 (approx. per word bound = -4.247, relative change = 7.091e-04)
## .....................................................................................................
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## Completing Iteration 19 (approx. per word bound = -4.244, relative change = 6.786e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 20 (approx. per word bound = -4.241, relative change = 7.035e-04)
## Topic 1: middl, al-qa'idah, forc, claim, senior
## Topic 2: yemeni, strike, gunmen, intellig, capit
## Topic 3: kill, soldier, two, --, air
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: secur, offici, aden, gulf, threat
## Topic 6: yemen, attack, al-qaida, al-qaeda, four
## Topic 7: --, suspect, clash, offic, bomb
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 21 (approx. per word bound = -4.239, relative change = 5.818e-04)
## .....................................................................................................
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## Completing Iteration 22 (approx. per word bound = -4.237, relative change = 4.593e-04)
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## Completing Iteration 23 (approx. per word bound = -4.235, relative change = 4.043e-04)
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## Completing Iteration 24 (approx. per word bound = -4.233, relative change = 3.835e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 25 (approx. per word bound = -4.232, relative change = 3.844e-04)
## Topic 1: middl, al-qa'idah, forc, claim, senior
## Topic 2: yemeni, gunmen, strike, intellig, capit
## Topic 3: kill, soldier, two, --, air
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: secur, offici, aden, gulf, threat
## Topic 6: yemen, attack, al-qaida, dead, al-qaeda
## Topic 7: --, suspect, offic, clash, bomb
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 26 (approx. per word bound = -4.230, relative change = 3.918e-04)
## .....................................................................................................
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## Completing Iteration 27 (approx. per word bound = -4.228, relative change = 4.237e-04)
## .....................................................................................................
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## Completing Iteration 28 (approx. per word bound = -4.226, relative change = 5.194e-04)
## .....................................................................................................
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## Completing Iteration 29 (approx. per word bound = -4.223, relative change = 6.945e-04)
## .....................................................................................................
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## Completing Iteration 30 (approx. per word bound = -4.220, relative change = 8.020e-04)
## Topic 1: middl, al-qa'idah, forc, claim, senior
## Topic 2: yemeni, gunmen, strike, intellig, three
## Topic 3: kill, soldier, two, --, air
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: secur, aden, offici, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, al-qaeda
## Topic 7: --, suspect, offic, clash, bomb
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 31 (approx. per word bound = -4.217, relative change = 7.300e-04)
## .....................................................................................................
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## Completing Iteration 32 (approx. per word bound = -4.214, relative change = 7.157e-04)
## .....................................................................................................
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## Completing Iteration 33 (approx. per word bound = -4.210, relative change = 7.882e-04)
## .....................................................................................................
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## Completing Iteration 34 (approx. per word bound = -4.207, relative change = 8.394e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 35 (approx. per word bound = -4.203, relative change = 8.188e-04)
## Topic 1: middl, al-qa'idah, forc, claim, senior
## Topic 2: yemeni, gunmen, strike, intellig, three
## Topic 3: kill, soldier, two, --, clash
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: secur, aden, --, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, al-qaeda
## Topic 7: --, suspect, offici, clash, offic
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 36 (approx. per word bound = -4.200, relative change = 7.677e-04)
## .....................................................................................................
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## Completing Iteration 37 (approx. per word bound = -4.197, relative change = 7.069e-04)
## .....................................................................................................
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## Completing Iteration 38 (approx. per word bound = -4.195, relative change = 6.095e-04)
## .....................................................................................................
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## Completing Iteration 39 (approx. per word bound = -4.193, relative change = 5.033e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 40 (approx. per word bound = -4.191, relative change = 4.110e-04)
## Topic 1: middl, al-qa'idah, forc, claim, senior
## Topic 2: yemeni, gunmen, strike, offic, intellig
## Topic 3: kill, soldier, two, clash, --
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, al-qaeda
## Topic 7: --, suspect, offici, clash, bomb
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 41 (approx. per word bound = -4.189, relative change = 3.470e-04)
## .....................................................................................................
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## Completing Iteration 42 (approx. per word bound = -4.188, relative change = 3.162e-04)
## .....................................................................................................
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## Completing Iteration 43 (approx. per word bound = -4.187, relative change = 3.038e-04)
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## Completing Iteration 44 (approx. per word bound = -4.185, relative change = 2.977e-04)
## .....................................................................................................
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## Completing Iteration 45 (approx. per word bound = -4.184, relative change = 2.950e-04)
## Topic 1: middl, al-qa'idah, forc, claim, senior
## Topic 2: yemeni, gunmen, offic, strike, intellig
## Topic 3: kill, soldier, two, clash, --
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, al-qaeda
## Topic 7: --, suspect, offici, clash, bomb
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 46 (approx. per word bound = -4.183, relative change = 2.770e-04)
## .....................................................................................................
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## Completing Iteration 47 (approx. per word bound = -4.182, relative change = 2.358e-04)
## .....................................................................................................
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## Completing Iteration 48 (approx. per word bound = -4.181, relative change = 2.079e-04)
## .....................................................................................................
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## Completing Iteration 49 (approx. per word bound = -4.180, relative change = 1.861e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 50 (approx. per word bound = -4.180, relative change = 1.755e-04)
## Topic 1: middl, al-qa'idah, forc, claim, senior
## Topic 2: yemeni, gunmen, offic, strike, intellig
## Topic 3: kill, soldier, two, clash, air
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, suspect, offici, clash, bomb
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 51 (approx. per word bound = -4.179, relative change = 1.862e-04)
## .....................................................................................................
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## Completing Iteration 52 (approx. per word bound = -4.178, relative change = 2.162e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 53 (approx. per word bound = -4.177, relative change = 2.580e-04)
## .....................................................................................................
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## Completing Iteration 54 (approx. per word bound = -4.176, relative change = 2.828e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 55 (approx. per word bound = -4.175, relative change = 2.772e-04)
## Topic 1: middl, al-qa'idah, forc, claim, senior
## Topic 2: yemeni, gunmen, offic, strike, intellig
## Topic 3: kill, soldier, two, clash, air
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, suspect, offici, clash, bomb
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 56 (approx. per word bound = -4.173, relative change = 2.743e-04)
## .....................................................................................................
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## Completing Iteration 57 (approx. per word bound = -4.173, relative change = 1.760e-04)
## .....................................................................................................
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## Completing Iteration 58 (approx. per word bound = -4.172, relative change = 1.171e-04)
## .....................................................................................................
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## Completing Iteration 59 (approx. per word bound = -4.172, relative change = 1.005e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 60 (approx. per word bound = -4.171, relative change = 9.756e-05)
## Topic 1: middl, al-qa'idah, forc, claim, senior
## Topic 2: yemeni, gunmen, offic, strike, intellig
## Topic 3: kill, soldier, two, clash, air
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, suspect, offici, bomb, clash
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 61 (approx. per word bound = -4.171, relative change = 1.026e-04)
## .....................................................................................................
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## Completing Iteration 62 (approx. per word bound = -4.171, relative change = 1.191e-04)
## .....................................................................................................
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## Completing Iteration 63 (approx. per word bound = -4.170, relative change = 1.297e-04)
## .....................................................................................................
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## Completing Iteration 64 (approx. per word bound = -4.169, relative change = 1.440e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 65 (approx. per word bound = -4.169, relative change = 1.751e-04)
## Topic 1: middl, al-qa'idah, forc, claim, senior
## Topic 2: yemeni, gunmen, offic, strike, intellig
## Topic 3: kill, soldier, clash, two, air
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, suspect, offici, bomb, clash
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 66 (approx. per word bound = -4.168, relative change = 1.447e-04)
## .....................................................................................................
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## Completing Iteration 67 (approx. per word bound = -4.168, relative change = 1.234e-04)
## .....................................................................................................
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## Completing Iteration 68 (approx. per word bound = -4.167, relative change = 1.370e-04)
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## Completing Iteration 69 (approx. per word bound = -4.166, relative change = 1.840e-04)
## .....................................................................................................
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## Completing Iteration 70 (approx. per word bound = -4.165, relative change = 2.667e-04)
## Topic 1: middl, al-qa'idah, forc, two, claim
## Topic 2: yemeni, gunmen, offic, strike, intellig
## Topic 3: kill, soldier, clash, two, air
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, suspect, offici, bomb, clash
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 71 (approx. per word bound = -4.164, relative change = 3.021e-04)
## .....................................................................................................
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## Completing Iteration 72 (approx. per word bound = -4.163, relative change = 2.973e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 73 (approx. per word bound = -4.161, relative change = 2.801e-04)
## .....................................................................................................
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## Completing Iteration 74 (approx. per word bound = -4.160, relative change = 2.327e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 75 (approx. per word bound = -4.160, relative change = 1.862e-04)
## Topic 1: middl, al-qa'idah, forc, secur, two
## Topic 2: yemeni, gunmen, offic, strike, intellig
## Topic 3: kill, soldier, clash, two, air
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: secur, --, aden, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, suspect, offici, bomb, clash
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 76 (approx. per word bound = -4.159, relative change = 1.407e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 77 (approx. per word bound = -4.159, relative change = 9.808e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 78 (approx. per word bound = -4.158, relative change = 8.668e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 79 (approx. per word bound = -4.158, relative change = 8.547e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 80 (approx. per word bound = -4.158, relative change = 8.964e-05)
## Topic 1: middl, al-qa'idah, secur, forc, ambush
## Topic 2: yemeni, gunmen, offic, strike, intellig
## Topic 3: kill, soldier, clash, two, air
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: --, secur, aden, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, suspect, offici, bomb, clash
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 81 (approx. per word bound = -4.157, relative change = 9.865e-05)
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## Completing Iteration 82 (approx. per word bound = -4.157, relative change = 1.103e-04)
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## Completing Iteration 83 (approx. per word bound = -4.156, relative change = 1.182e-04)
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## Completing Iteration 84 (approx. per word bound = -4.156, relative change = 1.220e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 85 (approx. per word bound = -4.155, relative change = 1.255e-04)
## Topic 1: middl, al-qa'idah, secur, forc, ambush
## Topic 2: yemeni, gunmen, offic, strike, intellig
## Topic 3: kill, soldier, clash, two, air
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: --, secur, aden, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, suspect, offici, bomb, five
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 86 (approx. per word bound = -4.155, relative change = 1.268e-04)
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## Completing Iteration 87 (approx. per word bound = -4.154, relative change = 1.262e-04)
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## Completing Iteration 88 (approx. per word bound = -4.154, relative change = 1.265e-04)
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## Completing Iteration 89 (approx. per word bound = -4.153, relative change = 1.271e-04)
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## Completed E-Step (0 seconds).
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## Completing Iteration 90 (approx. per word bound = -4.153, relative change = 1.240e-04)
## Topic 1: middl, al-qa'idah, secur, forc, ambush
## Topic 2: yemeni, gunmen, offic, intellig, strike
## Topic 3: kill, soldier, clash, two, air
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: --, secur, aden, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, suspect, offici, bomb, strike
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 91 (approx. per word bound = -4.152, relative change = 1.204e-04)
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## Completed E-Step (0 seconds).
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## Completing Iteration 92 (approx. per word bound = -4.152, relative change = 1.234e-04)
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## Completed E-Step (0 seconds).
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## Completing Iteration 93 (approx. per word bound = -4.151, relative change = 1.357e-04)
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## Completed E-Step (0 seconds).
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## Completing Iteration 94 (approx. per word bound = -4.150, relative change = 1.435e-04)
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## Completed E-Step (0 seconds).
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## Completing Iteration 95 (approx. per word bound = -4.150, relative change = 1.264e-04)
## Topic 1: middl, al-qa'idah, secur, forc, ambush
## Topic 2: yemeni, gunmen, offic, intellig, three
## Topic 3: kill, soldier, clash, two, air
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: --, secur, aden, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, suspect, offici, strike, bomb
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 96 (approx. per word bound = -4.149, relative change = 1.214e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 97 (approx. per word bound = -4.149, relative change = 1.265e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 98 (approx. per word bound = -4.148, relative change = 1.382e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 99 (approx. per word bound = -4.148, relative change = 1.363e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 100 (approx. per word bound = -4.147, relative change = 1.220e-04)
## Topic 1: middl, al-qa'idah, secur, forc, ambush
## Topic 2: yemeni, gunmen, offic, intellig, three
## Topic 3: kill, soldier, clash, two, air
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: --, secur, aden, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, suspect, offici, strike, bomb
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 101 (approx. per word bound = -4.147, relative change = 1.145e-04)
## .....................................................................................................
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## Completing Iteration 102 (approx. per word bound = -4.146, relative change = 1.044e-04)
## .....................................................................................................
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## Completing Iteration 103 (approx. per word bound = -4.146, relative change = 9.867e-05)
## .....................................................................................................
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## Completing Iteration 104 (approx. per word bound = -4.145, relative change = 9.910e-05)
## .....................................................................................................
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## Completing Iteration 105 (approx. per word bound = -4.145, relative change = 9.603e-05)
## Topic 1: middl, al-qa'idah, secur, forc, ambush
## Topic 2: yemeni, gunmen, offic, intellig, three
## Topic 3: kill, soldier, clash, two, air
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: --, aden, secur, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, suspect, offici, strike, bomb
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 106 (approx. per word bound = -4.145, relative change = 8.653e-05)
## .....................................................................................................
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## Completing Iteration 107 (approx. per word bound = -4.144, relative change = 8.061e-05)
## .....................................................................................................
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## Completing Iteration 108 (approx. per word bound = -4.144, relative change = 7.936e-05)
## .....................................................................................................
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## Completing Iteration 109 (approx. per word bound = -4.144, relative change = 8.015e-05)
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## Completing Iteration 110 (approx. per word bound = -4.143, relative change = 8.168e-05)
## Topic 1: middl, al-qa'idah, secur, forc, ambush
## Topic 2: yemeni, gunmen, offic, intellig, three
## Topic 3: kill, soldier, clash, two, suicid
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: --, aden, secur, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, suspect, offici, strike, bomb
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 111 (approx. per word bound = -4.143, relative change = 8.385e-05)
## .....................................................................................................
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## Completing Iteration 112 (approx. per word bound = -4.143, relative change = 8.729e-05)
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## Completing Iteration 113 (approx. per word bound = -4.142, relative change = 9.240e-05)
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## Completing Iteration 114 (approx. per word bound = -4.142, relative change = 9.376e-05)
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## Completing Iteration 115 (approx. per word bound = -4.142, relative change = 8.745e-05)
## Topic 1: middl, al-qa'idah, secur, forc, ambush
## Topic 2: yemeni, gunmen, offic, intellig, three
## Topic 3: kill, soldier, clash, two, suicid
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: --, aden, secur, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, suspect, offici, strike, bomb
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 116 (approx. per word bound = -4.141, relative change = 7.983e-05)
## .....................................................................................................
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## Completing Iteration 117 (approx. per word bound = -4.141, relative change = 7.438e-05)
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## Completing Iteration 118 (approx. per word bound = -4.141, relative change = 7.067e-05)
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## Completing Iteration 119 (approx. per word bound = -4.140, relative change = 6.658e-05)
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## Completing Iteration 120 (approx. per word bound = -4.140, relative change = 6.168e-05)
## Topic 1: middl, al-qa'idah, secur, forc, ambush
## Topic 2: yemeni, gunmen, offic, intellig, three
## Topic 3: kill, soldier, clash, two, suicid
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: --, aden, secur, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, offici, suspect, strike, bomb
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 121 (approx. per word bound = -4.140, relative change = 5.877e-05)
## .....................................................................................................
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## Completing Iteration 122 (approx. per word bound = -4.140, relative change = 5.811e-05)
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## Completing Iteration 123 (approx. per word bound = -4.139, relative change = 6.175e-05)
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## Completing Iteration 124 (approx. per word bound = -4.139, relative change = 6.859e-05)
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## Completing Iteration 125 (approx. per word bound = -4.139, relative change = 7.268e-05)
## Topic 1: middl, al-qa'idah, secur, forc, ambush
## Topic 2: yemeni, gunmen, offic, intellig, three
## Topic 3: kill, soldier, clash, two, suicid
## Topic 4: yemen, qaeda, milit, armi, drone
## Topic 5: --, aden, secur, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, offici, suspect, strike, bomb
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 126 (approx. per word bound = -4.138, relative change = 7.200e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 127 (approx. per word bound = -4.138, relative change = 6.586e-05)
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## Completing Iteration 128 (approx. per word bound = -4.138, relative change = 6.149e-05)
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## Completing Iteration 129 (approx. per word bound = -4.138, relative change = 5.976e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 130 (approx. per word bound = -4.137, relative change = 5.906e-05)
## Topic 1: middl, al-qa'idah, secur, forc, yemeni
## Topic 2: yemeni, gunmen, offic, intellig, three
## Topic 3: kill, soldier, clash, two, suicid
## Topic 4: qaeda, yemen, milit, armi, drone
## Topic 5: --, aden, secur, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, offici, suspect, strike, bomb
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -4.137, relative change = 5.905e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 132 (approx. per word bound = -4.137, relative change = 5.969e-05)
## .....................................................................................................
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## Completing Iteration 133 (approx. per word bound = -4.137, relative change = 6.081e-05)
## .....................................................................................................
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## Completing Iteration 134 (approx. per word bound = -4.136, relative change = 6.220e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 135 (approx. per word bound = -4.136, relative change = 6.458e-05)
## Topic 1: middl, al-qa'idah, secur, forc, yemeni
## Topic 2: yemeni, gunmen, offic, intellig, three
## Topic 3: kill, soldier, clash, two, suicid
## Topic 4: qaeda, yemen, milit, armi, drone
## Topic 5: aden, --, secur, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, offici, suspect, strike, bomb
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 136 (approx. per word bound = -4.136, relative change = 6.666e-05)
## .....................................................................................................
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## Completing Iteration 137 (approx. per word bound = -4.136, relative change = 6.836e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 138 (approx. per word bound = -4.135, relative change = 6.885e-05)
## .....................................................................................................
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## Completing Iteration 139 (approx. per word bound = -4.135, relative change = 6.929e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 140 (approx. per word bound = -4.135, relative change = 7.016e-05)
## Topic 1: middl, al-qa'idah, secur, forc, yemeni
## Topic 2: yemeni, gunmen, offic, intellig, three
## Topic 3: kill, soldier, clash, two, suicid
## Topic 4: qaeda, yemen, milit, armi, suspect
## Topic 5: aden, --, secur, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, offici, suspect, bomb, strike
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 141 (approx. per word bound = -4.134, relative change = 7.113e-05)
## .....................................................................................................
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## Completing Iteration 142 (approx. per word bound = -4.134, relative change = 7.210e-05)
## .....................................................................................................
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## Completing Iteration 143 (approx. per word bound = -4.134, relative change = 7.283e-05)
## .....................................................................................................
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## Completed M-Step.
## Completing Iteration 144 (approx. per word bound = -4.134, relative change = 7.355e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 145 (approx. per word bound = -4.133, relative change = 7.375e-05)
## Topic 1: middl, al-qa'idah, secur, forc, yemeni
## Topic 2: yemeni, gunmen, offic, intellig, three
## Topic 3: kill, soldier, clash, two, suicid
## Topic 4: qaeda, yemen, milit, armi, suspect
## Topic 5: aden, --, secur, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, offici, suspect, bomb, five
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 146 (approx. per word bound = -4.133, relative change = 7.308e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 147 (approx. per word bound = -4.133, relative change = 7.068e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 148 (approx. per word bound = -4.132, relative change = 6.758e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 149 (approx. per word bound = -4.132, relative change = 6.533e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 150 (approx. per word bound = -4.132, relative change = 6.501e-05)
## Topic 1: middl, al-qa'idah, secur, forc, yemeni
## Topic 2: yemeni, gunmen, offic, intellig, car
## Topic 3: kill, soldier, clash, two, suicid
## Topic 4: qaeda, yemen, milit, armi, suspect
## Topic 5: aden, --, secur, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, offici, suspect, bomb, five
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 151 (approx. per word bound = -4.132, relative change = 6.467e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 152 (approx. per word bound = -4.131, relative change = 6.524e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 153 (approx. per word bound = -4.131, relative change = 6.383e-05)
## .....................................................................................................
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## Completing Iteration 154 (approx. per word bound = -4.131, relative change = 6.101e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 155 (approx. per word bound = -4.131, relative change = 5.768e-05)
## Topic 1: middl, al-qa'idah, secur, forc, yemeni
## Topic 2: yemeni, gunmen, offic, intellig, car
## Topic 3: kill, soldier, clash, two, suicid
## Topic 4: qaeda, yemen, milit, armi, suspect
## Topic 5: aden, secur, --, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, offici, suspect, bomb, five
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 156 (approx. per word bound = -4.130, relative change = 5.382e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 157 (approx. per word bound = -4.130, relative change = 5.065e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 158 (approx. per word bound = -4.130, relative change = 4.819e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 159 (approx. per word bound = -4.130, relative change = 4.745e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 160 (approx. per word bound = -4.130, relative change = 4.668e-05)
## Topic 1: middl, al-qa'idah, secur, forc, three
## Topic 2: yemeni, gunmen, offic, intellig, car
## Topic 3: kill, soldier, clash, two, suicid
## Topic 4: qaeda, yemen, milit, armi, suspect
## Topic 5: aden, secur, --, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, offici, suspect, bomb, five
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 161 (approx. per word bound = -4.129, relative change = 4.585e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 162 (approx. per word bound = -4.129, relative change = 4.458e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 163 (approx. per word bound = -4.129, relative change = 4.606e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 164 (approx. per word bound = -4.129, relative change = 5.113e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 165 (approx. per word bound = -4.129, relative change = 5.952e-05)
## Topic 1: middl, al-qa'idah, secur, three, forc
## Topic 2: yemeni, gunmen, offic, intellig, offici
## Topic 3: kill, soldier, clash, two, suicid
## Topic 4: qaeda, yemen, milit, armi, suspect
## Topic 5: aden, secur, --, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, offici, suspect, bomb, five
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 166 (approx. per word bound = -4.128, relative change = 4.384e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 167 (approx. per word bound = -4.128, relative change = 3.256e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 168 (approx. per word bound = -4.128, relative change = 3.011e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 169 (approx. per word bound = -4.128, relative change = 3.029e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 170 (approx. per word bound = -4.128, relative change = 3.210e-05)
## Topic 1: middl, al-qa'idah, secur, three, forc
## Topic 2: yemeni, gunmen, offic, intellig, offici
## Topic 3: kill, soldier, clash, two, suicid
## Topic 4: qaeda, yemen, milit, armi, suspect
## Topic 5: aden, secur, --, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, offici, suspect, bomb, five
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 171 (approx. per word bound = -4.128, relative change = 3.324e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 172 (approx. per word bound = -4.128, relative change = 3.404e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 173 (approx. per word bound = -4.127, relative change = 3.460e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 174 (approx. per word bound = -4.127, relative change = 3.641e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 175 (approx. per word bound = -4.127, relative change = 4.017e-05)
## Topic 1: middl, al-qa'idah, secur, three, forc
## Topic 2: yemeni, gunmen, offic, intellig, offici
## Topic 3: kill, soldier, clash, two, suicid
## Topic 4: qaeda, yemen, milit, armi, suspect
## Topic 5: aden, --, secur, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, offici, suspect, bomb, five
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 176 (approx. per word bound = -4.127, relative change = 4.599e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 177 (approx. per word bound = -4.127, relative change = 5.363e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 178 (approx. per word bound = -4.126, relative change = 5.868e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 179 (approx. per word bound = -4.126, relative change = 5.808e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 180 (approx. per word bound = -4.126, relative change = 5.043e-05)
## Topic 1: middl, al-qa'idah, yemeni, secur, three
## Topic 2: yemeni, gunmen, offic, intellig, offici
## Topic 3: kill, soldier, clash, two, suicid
## Topic 4: qaeda, yemen, milit, armi, suspect
## Topic 5: aden, --, secur, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, offici, suspect, bomb, five
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 181 (approx. per word bound = -4.126, relative change = 4.019e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 182 (approx. per word bound = -4.126, relative change = 2.983e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 183 (approx. per word bound = -4.126, relative change = 2.055e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 184 (approx. per word bound = -4.126, relative change = 1.426e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 185 (approx. per word bound = -4.125, relative change = 1.063e-05)
## Topic 1: middl, al-qa'idah, yemeni, three, forc
## Topic 2: yemeni, gunmen, offic, intellig, offici
## Topic 3: kill, soldier, clash, two, suicid
## Topic 4: qaeda, yemen, milit, armi, suspect
## Topic 5: aden, --, secur, gulf, threat
## Topic 6: yemen, attack, dead, al-qaida, militari
## Topic 7: --, offici, suspect, bomb, five
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ........
## Recovering initialization...
## ......
## Initialization complete.
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.915)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.546, relative change = 7.507e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.431, relative change = 2.522e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.380, relative change = 1.167e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.351, relative change = 6.576e-03)
## Topic 1: armi, qaeda, --, base, tribe
## Topic 2: gulf, critic, --, jihadist, provinc
## Topic 3: kill, suspect, threat, say, al-qaeda
## Topic 4: yemen, kill, soldier, yemeni, secur
## Topic 5: middl, offic, bomb, intellig, four
## Topic 6: clash, us, --, militari, escap
## Topic 7: --, attack, offici, aden, strike
## Topic 8: qaeda, milit, --, -yemen, two
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 6 (approx. per word bound = -4.333, relative change = 4.182e-03)
## .....................................................................................................
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## Completing Iteration 7 (approx. per word bound = -4.319, relative change = 3.145e-03)
## .....................................................................................................
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## Completing Iteration 8 (approx. per word bound = -4.306, relative change = 3.040e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 9 (approx. per word bound = -4.289, relative change = 4.022e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 10 (approx. per word bound = -4.274, relative change = 3.396e-03)
## Topic 1: armi, --, tribe, base, -yemen
## Topic 2: aden, gulf, critic, --, provinc
## Topic 3: suspect, kill, threat, say, al-qaeda
## Topic 4: yemen, kill, soldier, yemeni, drone
## Topic 5: middl, offic, bomb, intellig, gunmen
## Topic 6: clash, us, --, militari, escap
## Topic 7: --, attack, offici, secur, strike
## Topic 8: qaeda, milit, --, -yemen, two
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 11 (approx. per word bound = -4.266, relative change = 1.797e-03)
## .....................................................................................................
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## Completing Iteration 12 (approx. per word bound = -4.257, relative change = 2.095e-03)
## .....................................................................................................
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## Completing Iteration 13 (approx. per word bound = -4.243, relative change = 3.364e-03)
## .....................................................................................................
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## Completing Iteration 14 (approx. per word bound = -4.226, relative change = 3.945e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 15 (approx. per word bound = -4.207, relative change = 4.489e-03)
## Topic 1: armi, -yemen, --, tribe, base
## Topic 2: aden, secur, gulf, threat, critic
## Topic 3: suspect, kill, say, al-qaeda, suicid
## Topic 4: yemen, kill, soldier, yemeni, drone
## Topic 5: middl, offic, gunmen, bomb, intellig
## Topic 6: clash, --, us, militari, saleh
## Topic 7: --, attack, offici, strike, dead
## Topic 8: qaeda, milit, --, two, found
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 16 (approx. per word bound = -4.200, relative change = 1.860e-03)
## .....................................................................................................
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## Completing Iteration 17 (approx. per word bound = -4.195, relative change = 1.000e-03)
## .....................................................................................................
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## Completing Iteration 18 (approx. per word bound = -4.192, relative change = 8.832e-04)
## .....................................................................................................
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## Completing Iteration 19 (approx. per word bound = -4.188, relative change = 8.779e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 20 (approx. per word bound = -4.185, relative change = 7.410e-04)
## Topic 1: armi, -yemen, --, tribe, citi
## Topic 2: aden, secur, --, gulf, threat
## Topic 3: suspect, kill, say, al-qaeda, suicid
## Topic 4: yemen, kill, soldier, yemeni, drone
## Topic 5: middl, offic, gunmen, bomb, al-qa'idah
## Topic 6: clash, --, us, yemen, saleh
## Topic 7: --, attack, offici, strike, dead
## Topic 8: qaeda, milit, --, found, govt
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 21 (approx. per word bound = -4.183, relative change = 5.591e-04)
## .....................................................................................................
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## Completing Iteration 22 (approx. per word bound = -4.181, relative change = 4.350e-04)
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## Completing Iteration 23 (approx. per word bound = -4.179, relative change = 4.496e-04)
## .....................................................................................................
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## Completing Iteration 24 (approx. per word bound = -4.177, relative change = 4.400e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 25 (approx. per word bound = -4.175, relative change = 4.216e-04)
## Topic 1: armi, --, -yemen, citi, tribe
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, kill, say, al-qaeda, suicid
## Topic 4: yemen, kill, soldier, yemeni, drone
## Topic 5: middl, gunmen, offic, al-qa'idah, bomb
## Topic 6: clash, --, us, yemen, al-qaida
## Topic 7: --, attack, offici, strike, dead
## Topic 8: qaeda, milit, --, six, found
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 26 (approx. per word bound = -4.174, relative change = 4.070e-04)
## .....................................................................................................
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## Completing Iteration 27 (approx. per word bound = -4.172, relative change = 3.816e-04)
## .....................................................................................................
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## Completing Iteration 28 (approx. per word bound = -4.170, relative change = 4.045e-04)
## .....................................................................................................
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## Completing Iteration 29 (approx. per word bound = -4.169, relative change = 4.136e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 30 (approx. per word bound = -4.167, relative change = 4.255e-04)
## Topic 1: armi, --, -yemen, fight, citi
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, kill, say, al-qaeda, suicid
## Topic 4: yemen, kill, soldier, yemeni, drone
## Topic 5: middl, gunmen, offic, al-qa'idah, bomb
## Topic 6: clash, --, us, yemen, al-qaida
## Topic 7: --, attack, offici, strike, dead
## Topic 8: qaeda, milit, --, six, found
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 31 (approx. per word bound = -4.165, relative change = 4.424e-04)
## .....................................................................................................
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## Completing Iteration 32 (approx. per word bound = -4.163, relative change = 4.519e-04)
## .....................................................................................................
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## Completing Iteration 33 (approx. per word bound = -4.161, relative change = 4.374e-04)
## .....................................................................................................
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## Completing Iteration 34 (approx. per word bound = -4.160, relative change = 4.117e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 35 (approx. per word bound = -4.158, relative change = 3.838e-04)
## Topic 1: armi, --, -yemen, fight, citi
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, kill, say, al-qaeda, suicid
## Topic 4: yemen, kill, soldier, yemeni, drone
## Topic 5: middl, gunmen, offic, al-qa'idah, yemeni
## Topic 6: clash, --, us, yemen, al-qaida
## Topic 7: --, attack, offici, strike, dead
## Topic 8: qaeda, milit, six, --, found
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 36 (approx. per word bound = -4.156, relative change = 3.775e-04)
## .....................................................................................................
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## Completing Iteration 37 (approx. per word bound = -4.155, relative change = 4.024e-04)
## .....................................................................................................
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## Completing Iteration 38 (approx. per word bound = -4.153, relative change = 3.689e-04)
## .....................................................................................................
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## Completing Iteration 39 (approx. per word bound = -4.152, relative change = 3.236e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.151, relative change = 2.900e-04)
## Topic 1: armi, --, -yemen, fight, citi
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, kill, say, al-qaeda, suicid
## Topic 4: yemen, kill, soldier, drone, two
## Topic 5: yemeni, middl, gunmen, offic, al-qa'idah
## Topic 6: clash, --, us, yemen, al-qaida
## Topic 7: --, attack, offici, strike, dead
## Topic 8: qaeda, milit, six, --, found
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 41 (approx. per word bound = -4.150, relative change = 2.506e-04)
## .....................................................................................................
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## Completing Iteration 42 (approx. per word bound = -4.149, relative change = 2.033e-04)
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## Completing Iteration 43 (approx. per word bound = -4.148, relative change = 1.567e-04)
## .....................................................................................................
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## Completing Iteration 44 (approx. per word bound = -4.148, relative change = 1.268e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.147, relative change = 1.189e-04)
## Topic 1: armi, --, -yemen, fight, ministri
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, kill, say, al-qaeda, suicid
## Topic 4: yemen, kill, soldier, drone, two
## Topic 5: yemeni, middl, gunmen, offic, al-qa'idah
## Topic 6: clash, --, yemen, al-qaida, us
## Topic 7: --, attack, offici, strike, dead
## Topic 8: qaeda, milit, six, --, found
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 46 (approx. per word bound = -4.147, relative change = 1.155e-04)
## .....................................................................................................
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## Completing Iteration 47 (approx. per word bound = -4.146, relative change = 1.374e-04)
## .....................................................................................................
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## Completing Iteration 48 (approx. per word bound = -4.145, relative change = 2.439e-04)
## .....................................................................................................
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## Completing Iteration 49 (approx. per word bound = -4.144, relative change = 3.268e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.143, relative change = 2.246e-04)
## Topic 1: armi, --, -yemen, ministri, fight
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, kill, say, al-qaeda, suicid
## Topic 4: yemen, kill, soldier, drone, two
## Topic 5: yemeni, middl, gunmen, offic, al-qa'idah
## Topic 6: clash, --, yemen, al-qaida, us
## Topic 7: --, attack, offici, strike, dead
## Topic 8: qaeda, milit, six, --, found
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 51 (approx. per word bound = -4.142, relative change = 1.580e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 52 (approx. per word bound = -4.142, relative change = 1.324e-04)
## .....................................................................................................
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## Completing Iteration 53 (approx. per word bound = -4.141, relative change = 1.213e-04)
## .....................................................................................................
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## Completing Iteration 54 (approx. per word bound = -4.141, relative change = 1.202e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.140, relative change = 1.265e-04)
## Topic 1: armi, --, -yemen, ministri, fight
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, kill, say, al-qaeda, suicid
## Topic 4: yemen, kill, soldier, drone, two
## Topic 5: yemeni, middl, gunmen, offic, al-qa'idah
## Topic 6: clash, --, yemen, al-qaida, us
## Topic 7: --, attack, offici, strike, dead
## Topic 8: qaeda, milit, six, --, air
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 56 (approx. per word bound = -4.139, relative change = 1.276e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 57 (approx. per word bound = -4.139, relative change = 1.247e-04)
## .....................................................................................................
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## Completing Iteration 58 (approx. per word bound = -4.138, relative change = 1.276e-04)
## .....................................................................................................
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## Completing Iteration 59 (approx. per word bound = -4.138, relative change = 1.408e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 60 (approx. per word bound = -4.137, relative change = 1.608e-04)
## Topic 1: armi, --, -yemen, ministri, fight
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, kill, say, al-qaeda, suicid
## Topic 4: yemen, kill, soldier, drone, two
## Topic 5: yemeni, middl, gunmen, offic, al-qa'idah
## Topic 6: clash, --, yemen, al-qaida, us
## Topic 7: --, attack, offici, strike, secur
## Topic 8: qaeda, milit, six, --, air
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 61 (approx. per word bound = -4.136, relative change = 1.801e-04)
## .....................................................................................................
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## Completing Iteration 62 (approx. per word bound = -4.136, relative change = 1.636e-04)
## .....................................................................................................
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## Completing Iteration 63 (approx. per word bound = -4.135, relative change = 1.190e-04)
## .....................................................................................................
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## Completing Iteration 64 (approx. per word bound = -4.135, relative change = 9.790e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 65 (approx. per word bound = -4.134, relative change = 9.090e-05)
## Topic 1: armi, --, -yemen, ministri, fight
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, kill, say, al-qaeda, suicid
## Topic 4: yemen, kill, soldier, drone, two
## Topic 5: yemeni, middl, gunmen, offic, al-qa'idah
## Topic 6: clash, --, yemen, al-qaida, us
## Topic 7: --, attack, offici, strike, secur
## Topic 8: qaeda, milit, six, --, air
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 66 (approx. per word bound = -4.134, relative change = 8.980e-05)
## .....................................................................................................
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## Completing Iteration 67 (approx. per word bound = -4.134, relative change = 9.014e-05)
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## Completing Iteration 68 (approx. per word bound = -4.133, relative change = 8.996e-05)
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## Completing Iteration 69 (approx. per word bound = -4.133, relative change = 8.372e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 70 (approx. per word bound = -4.133, relative change = 7.392e-05)
## Topic 1: armi, --, -yemen, ministri, fight
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, kill, say, al-qaeda, suicid
## Topic 4: yemen, kill, soldier, drone, two
## Topic 5: yemeni, middl, gunmen, offic, al-qa'idah
## Topic 6: clash, --, yemen, al-qaida, us
## Topic 7: --, attack, offici, strike, secur
## Topic 8: qaeda, milit, six, air, --
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 71 (approx. per word bound = -4.132, relative change = 6.663e-05)
## .....................................................................................................
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## Completing Iteration 72 (approx. per word bound = -4.132, relative change = 6.234e-05)
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## Completing Iteration 73 (approx. per word bound = -4.132, relative change = 5.821e-05)
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## Completing Iteration 74 (approx. per word bound = -4.132, relative change = 5.290e-05)
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## Completing Iteration 75 (approx. per word bound = -4.132, relative change = 4.892e-05)
## Topic 1: armi, --, -yemen, ministri, fight
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, say, kill, al-qaeda, suicid
## Topic 4: yemen, kill, soldier, drone, two
## Topic 5: yemeni, middl, gunmen, offic, al-qa'idah
## Topic 6: clash, --, yemen, al-qaida, us
## Topic 7: --, attack, offici, strike, secur
## Topic 8: qaeda, milit, six, air, --
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 76 (approx. per word bound = -4.131, relative change = 4.897e-05)
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## Completing Iteration 77 (approx. per word bound = -4.131, relative change = 5.429e-05)
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## Completing Iteration 78 (approx. per word bound = -4.131, relative change = 6.344e-05)
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## Completing Iteration 79 (approx. per word bound = -4.131, relative change = 8.015e-05)
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## Completing Iteration 80 (approx. per word bound = -4.130, relative change = 1.171e-04)
## Topic 1: armi, --, -yemen, ministri, fight
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, say, al-qaeda, kill, suicid
## Topic 4: kill, yemen, soldier, drone, two
## Topic 5: yemeni, middl, gunmen, offic, al-qa'idah
## Topic 6: clash, --, yemen, al-qaida, us
## Topic 7: --, attack, offici, strike, secur
## Topic 8: qaeda, milit, six, air, --
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 81 (approx. per word bound = -4.129, relative change = 1.372e-04)
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## Completing Iteration 82 (approx. per word bound = -4.129, relative change = 9.131e-05)
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## Completing Iteration 83 (approx. per word bound = -4.129, relative change = 6.543e-05)
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## Completing Iteration 84 (approx. per word bound = -4.129, relative change = 6.492e-05)
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## Completing Iteration 85 (approx. per word bound = -4.128, relative change = 7.471e-05)
## Topic 1: armi, --, -yemen, ministri, fight
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, say, al-qaeda, kill, suicid
## Topic 4: kill, yemen, soldier, drone, two
## Topic 5: yemeni, middl, gunmen, offic, al-qa'idah
## Topic 6: clash, --, yemen, al-qaida, us
## Topic 7: --, attack, offici, strike, secur
## Topic 8: qaeda, milit, six, air, found
## .....................................................................................................
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## Completing Iteration 86 (approx. per word bound = -4.128, relative change = 9.405e-05)
## .....................................................................................................
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## Completing Iteration 87 (approx. per word bound = -4.127, relative change = 1.086e-04)
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## Completing Iteration 88 (approx. per word bound = -4.127, relative change = 1.174e-04)
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## Completing Iteration 89 (approx. per word bound = -4.127, relative change = 9.349e-05)
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## Completing Iteration 90 (approx. per word bound = -4.126, relative change = 7.564e-05)
## Topic 1: armi, --, -yemen, ministri, fight
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, say, al-qaeda, kill, suicid
## Topic 4: kill, yemen, soldier, drone, two
## Topic 5: yemeni, middl, gunmen, offic, al-qa'idah
## Topic 6: clash, --, yemen, al-qaida, us
## Topic 7: --, attack, offici, strike, dead
## Topic 8: qaeda, milit, six, air, strike
## .....................................................................................................
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## Completing Iteration 91 (approx. per word bound = -4.126, relative change = 6.098e-05)
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## Completing Iteration 92 (approx. per word bound = -4.126, relative change = 5.538e-05)
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## Completing Iteration 93 (approx. per word bound = -4.126, relative change = 5.109e-05)
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## Completing Iteration 94 (approx. per word bound = -4.125, relative change = 4.686e-05)
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## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -4.125, relative change = 4.600e-05)
## Topic 1: armi, --, -yemen, ministri, fight
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, say, al-qaeda, al, kill
## Topic 4: kill, yemen, soldier, drone, two
## Topic 5: yemeni, middl, gunmen, offic, al-qa'idah
## Topic 6: clash, --, yemen, al-qaida, us
## Topic 7: --, attack, offici, strike, dead
## Topic 8: qaeda, milit, six, air, strike
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 96 (approx. per word bound = -4.125, relative change = 4.983e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 97 (approx. per word bound = -4.125, relative change = 5.941e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 98 (approx. per word bound = -4.124, relative change = 7.010e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 99 (approx. per word bound = -4.124, relative change = 7.629e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 100 (approx. per word bound = -4.124, relative change = 7.240e-05)
## Topic 1: armi, --, -yemen, ministri, fight
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, say, al-qaeda, al, kill
## Topic 4: kill, yemen, soldier, drone, two
## Topic 5: yemeni, middl, gunmen, offic, al-qa'idah
## Topic 6: clash, --, yemen, al-qaida, us
## Topic 7: --, attack, offici, strike, dead
## Topic 8: qaeda, milit, six, air, strike
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 101 (approx. per word bound = -4.124, relative change = 6.837e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 102 (approx. per word bound = -4.123, relative change = 5.977e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 103 (approx. per word bound = -4.123, relative change = 6.674e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 104 (approx. per word bound = -4.123, relative change = 7.255e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 105 (approx. per word bound = -4.122, relative change = 6.555e-05)
## Topic 1: armi, --, -yemen, ministri, fight
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, say, al-qaeda, al, kill
## Topic 4: kill, yemen, soldier, drone, two
## Topic 5: yemeni, middl, gunmen, offic, al-qa'idah
## Topic 6: clash, --, yemen, al-qaida, us
## Topic 7: --, attack, offici, strike, three
## Topic 8: qaeda, milit, air, six, strike
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 106 (approx. per word bound = -4.122, relative change = 6.157e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 107 (approx. per word bound = -4.122, relative change = 5.666e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 108 (approx. per word bound = -4.122, relative change = 4.984e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 109 (approx. per word bound = -4.122, relative change = 4.345e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 110 (approx. per word bound = -4.121, relative change = 3.877e-05)
## Topic 1: armi, --, -yemen, ministri, fight
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, say, al-qaeda, al, kill
## Topic 4: kill, yemen, soldier, drone, two
## Topic 5: yemeni, middl, gunmen, offic, al-qa'idah
## Topic 6: clash, yemen, --, al-qaida, us
## Topic 7: --, attack, offici, strike, three
## Topic 8: qaeda, milit, air, six, strike
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 111 (approx. per word bound = -4.121, relative change = 3.566e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 112 (approx. per word bound = -4.121, relative change = 3.426e-05)
## .....................................................................................................
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## Completing Iteration 113 (approx. per word bound = -4.121, relative change = 3.562e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 114 (approx. per word bound = -4.121, relative change = 4.057e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 115 (approx. per word bound = -4.121, relative change = 4.766e-05)
## Topic 1: armi, --, -yemen, ministri, fight
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, say, al-qaeda, al, kill
## Topic 4: kill, yemen, soldier, drone, two
## Topic 5: yemeni, middl, gunmen, offic, al-qa'idah
## Topic 6: clash, yemen, --, al-qaida, us
## Topic 7: --, attack, offici, yemen, three
## Topic 8: qaeda, milit, strike, air, six
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 116 (approx. per word bound = -4.120, relative change = 5.456e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 117 (approx. per word bound = -4.120, relative change = 5.977e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 118 (approx. per word bound = -4.120, relative change = 6.090e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 119 (approx. per word bound = -4.120, relative change = 5.665e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 120 (approx. per word bound = -4.119, relative change = 5.117e-05)
## Topic 1: armi, --, -yemen, ministri, fight
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, say, al-qaeda, al, kill
## Topic 4: kill, yemen, soldier, drone, two
## Topic 5: yemeni, middl, gunmen, offic, al-qa'idah
## Topic 6: clash, yemen, --, al-qaida, us
## Topic 7: --, attack, offici, yemen, three
## Topic 8: qaeda, milit, strike, air, six
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 121 (approx. per word bound = -4.119, relative change = 4.757e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 122 (approx. per word bound = -4.119, relative change = 4.705e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 123 (approx. per word bound = -4.119, relative change = 4.616e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 124 (approx. per word bound = -4.119, relative change = 4.188e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 125 (approx. per word bound = -4.119, relative change = 3.813e-05)
## Topic 1: armi, --, -yemen, ministri, fight
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, say, al-qaeda, al, qaeda
## Topic 4: kill, yemen, soldier, drone, two
## Topic 5: yemeni, middl, gunmen, offic, al-qa'idah
## Topic 6: clash, yemen, --, al-qaida, us
## Topic 7: --, attack, offici, yemen, three
## Topic 8: qaeda, milit, strike, air, six
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 126 (approx. per word bound = -4.118, relative change = 3.825e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 127 (approx. per word bound = -4.118, relative change = 5.106e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 128 (approx. per word bound = -4.118, relative change = 8.491e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 129 (approx. per word bound = -4.117, relative change = 7.628e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 130 (approx. per word bound = -4.117, relative change = 4.006e-05)
## Topic 1: armi, --, -yemen, ministri, fight
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, qaeda, say, al-qaeda, al
## Topic 4: kill, yemen, soldier, drone, two
## Topic 5: yemeni, middl, gunmen, offic, al-qa'idah
## Topic 6: clash, yemen, --, al-qaida, us
## Topic 7: --, attack, offici, yemen, three
## Topic 8: qaeda, milit, strike, air, six
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -4.117, relative change = 3.612e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 132 (approx. per word bound = -4.117, relative change = 3.364e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 133 (approx. per word bound = -4.117, relative change = 2.982e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 134 (approx. per word bound = -4.117, relative change = 2.573e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 135 (approx. per word bound = -4.117, relative change = 2.222e-05)
## Topic 1: armi, --, -yemen, ministri, battl
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, qaeda, say, al-qaeda, al
## Topic 4: kill, yemen, soldier, drone, two
## Topic 5: yemeni, middl, gunmen, offic, al-qa'idah
## Topic 6: clash, yemen, --, al-qaida, us
## Topic 7: --, attack, offici, yemen, three
## Topic 8: qaeda, milit, strike, air, six
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 136 (approx. per word bound = -4.117, relative change = 2.080e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 137 (approx. per word bound = -4.117, relative change = 1.970e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 138 (approx. per word bound = -4.116, relative change = 2.061e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 139 (approx. per word bound = -4.116, relative change = 1.555e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 140 (approx. per word bound = -4.116, relative change = 1.039e-05)
## Topic 1: armi, --, -yemen, ministri, battl
## Topic 2: aden, --, secur, gulf, threat
## Topic 3: suspect, qaeda, say, al-qaeda, al
## Topic 4: kill, yemen, soldier, drone, two
## Topic 5: yemeni, middl, gunmen, offic, al-qa'idah
## Topic 6: clash, yemen, --, al-qaida, dead
## Topic 7: --, attack, offici, yemen, three
## Topic 8: qaeda, milit, strike, air, six
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## .........
## Recovering initialization...
## ......
## Initialization complete.
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.946)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.578, relative change = 7.431e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.444, relative change = 2.936e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.375, relative change = 1.543e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.339, relative change = 8.304e-03)
## Topic 1: middl, houthi, al-qa'idah, central, claim
## Topic 2: middl, al-qa'idah, bomber, element, suicid
## Topic 3: --, attack, offici, gunmen, threat
## Topic 4: secur, strike, gulf, kill, forc
## Topic 5: armi, critic, say, air, raid
## Topic 6: qaeda, milit, us, two, al
## Topic 7: yemen, kill, suspect, soldier, yemeni
## Topic 8: intellig, six, local, tribe, escap
## Topic 9: militari, polic, yemeni, suicid, ministri
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.313, relative change = 5.906e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.290, relative change = 5.418e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.273, relative change = 3.868e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.263, relative change = 2.362e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.256, relative change = 1.772e-03)
## Topic 1: middl, claim, houthi, central, rebel
## Topic 2: middl, al-qa'idah, suicid, bomber, two
## Topic 3: --, attack, offici, gunmen, threat
## Topic 4: secur, aden, strike, gulf, forc
## Topic 5: armi, critic, say, air, raid
## Topic 6: qaeda, milit, us, two, al
## Topic 7: yemen, kill, suspect, soldier, clash
## Topic 8: intellig, six, local, tribe, escap
## Topic 9: yemeni, militari, polic, ministri, leader
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.250, relative change = 1.367e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.246, relative change = 1.048e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.242, relative change = 8.231e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.238, relative change = 8.558e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.234, relative change = 9.711e-04)
## Topic 1: middl, claim, houthi, central, rebel
## Topic 2: middl, al-qa'idah, suicid, two, bomber
## Topic 3: --, attack, offici, gunmen, dead
## Topic 4: secur, aden, strike, gulf, forc
## Topic 5: armi, critic, say, air, raid
## Topic 6: qaeda, milit, us, two, al
## Topic 7: yemen, kill, suspect, soldier, clash
## Topic 8: intellig, six, local, tribe, escap
## Topic 9: yemeni, militari, polic, ministri, leader
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.231, relative change = 8.865e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.226, relative change = 9.873e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.221, relative change = 1.164e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.217, relative change = 1.020e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.214, relative change = 6.966e-04)
## Topic 1: middl, claim, houthi, rebel, central
## Topic 2: middl, al-qa'idah, suicid, two, bomber
## Topic 3: --, attack, offici, gunmen, dead
## Topic 4: secur, aden, strike, gulf, forc
## Topic 5: armi, critic, threat, say, air
## Topic 6: qaeda, milit, two, us, al
## Topic 7: yemen, kill, suspect, soldier, clash
## Topic 8: intellig, six, local, tribe, escap
## Topic 9: yemeni, militari, polic, bomb, ministri
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.212, relative change = 5.339e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.210, relative change = 4.406e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.208, relative change = 3.905e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.207, relative change = 3.951e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.205, relative change = 4.725e-04)
## Topic 1: middl, claim, houthi, rebel, central
## Topic 2: middl, al-qa'idah, suicid, two, bomber
## Topic 3: --, attack, offici, gunmen, dead
## Topic 4: secur, aden, strike, gulf, forc
## Topic 5: armi, critic, threat, say, air
## Topic 6: qaeda, milit, two, us, al
## Topic 7: yemen, kill, suspect, soldier, clash
## Topic 8: intellig, six, local, tribe, escap
## Topic 9: yemeni, militari, polic, bomb, al-qaida
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.203, relative change = 5.074e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.200, relative change = 5.785e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.197, relative change = 7.266e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.193, relative change = 9.627e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.188, relative change = 1.329e-03)
## Topic 1: middl, yemen, claim, houthi, rebel
## Topic 2: middl, al-qa'idah, suicid, two, attack
## Topic 3: --, attack, offici, dead, gunmen
## Topic 4: secur, aden, strike, gulf, threat
## Topic 5: armi, say, air, raid, -yemen
## Topic 6: qaeda, milit, two, us, al
## Topic 7: yemen, kill, suspect, soldier, clash
## Topic 8: intellig, six, civilian, local, tribe
## Topic 9: yemeni, bomb, militari, polic, al-qaida
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.181, relative change = 1.619e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.175, relative change = 1.390e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.171, relative change = 9.575e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.168, relative change = 7.213e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.166, relative change = 5.872e-04)
## Topic 1: yemen, middl, claim, houthi, central
## Topic 2: middl, al-qa'idah, suicid, forc, two
## Topic 3: --, offici, attack, dead, gunmen
## Topic 4: secur, aden, strike, gulf, threat
## Topic 5: armi, say, air, al-qaeda, raid
## Topic 6: qaeda, milit, two, us, al
## Topic 7: yemen, kill, suspect, soldier, clash
## Topic 8: intellig, six, civilian, local, tribe
## Topic 9: yemeni, bomb, militari, polic, al-qaida
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.163, relative change = 5.383e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.161, relative change = 4.929e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.159, relative change = 5.346e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.157, relative change = 4.917e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.155, relative change = 4.353e-04)
## Topic 1: yemen, middl, claim, houthi, peopl
## Topic 2: middl, al-qa'idah, forc, suicid, offic
## Topic 3: --, offici, attack, dead, gunmen
## Topic 4: secur, --, aden, strike, gulf
## Topic 5: armi, say, air, al-qaeda, raid
## Topic 6: qaeda, milit, two, us, al
## Topic 7: yemen, kill, suspect, soldier, clash
## Topic 8: intellig, six, civilian, local, tribe
## Topic 9: yemeni, bomb, militari, polic, al-qaida
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.153, relative change = 4.341e-04)
## .....................................................................................................
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## Completing Iteration 42 (approx. per word bound = -4.152, relative change = 4.285e-04)
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## Completing Iteration 43 (approx. per word bound = -4.150, relative change = 4.568e-04)
## .....................................................................................................
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## Completing Iteration 44 (approx. per word bound = -4.148, relative change = 4.930e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 45 (approx. per word bound = -4.146, relative change = 5.104e-04)
## Topic 1: yemen, middl, claim, houthi, peopl
## Topic 2: middl, al-qa'idah, offic, forc, suicid
## Topic 3: --, offici, attack, dead, gunmen
## Topic 4: secur, --, aden, gulf, threat
## Topic 5: armi, say, air, al-qaeda, raid
## Topic 6: qaeda, milit, two, us, al
## Topic 7: yemen, kill, suspect, soldier, clash
## Topic 8: intellig, six, civilian, local, tribe
## Topic 9: yemeni, bomb, militari, polic, attack
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 46 (approx. per word bound = -4.143, relative change = 4.946e-04)
## .....................................................................................................
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## Completing Iteration 47 (approx. per word bound = -4.141, relative change = 5.634e-04)
## .....................................................................................................
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## Completing Iteration 48 (approx. per word bound = -4.138, relative change = 7.001e-04)
## .....................................................................................................
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## Completing Iteration 49 (approx. per word bound = -4.135, relative change = 6.931e-04)
## .....................................................................................................
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## Completing Iteration 50 (approx. per word bound = -4.133, relative change = 5.402e-04)
## Topic 1: yemen, middl, claim, houthi, peopl
## Topic 2: middl, offic, al-qa'idah, forc, suicid
## Topic 3: --, offici, attack, dead, gunmen
## Topic 4: secur, --, aden, gulf, threat
## Topic 5: armi, say, air, al-qaeda, raid
## Topic 6: qaeda, milit, two, us, al
## Topic 7: yemen, kill, suspect, soldier, clash
## Topic 8: intellig, six, civilian, local, tribe
## Topic 9: yemeni, bomb, attack, militari, polic
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 51 (approx. per word bound = -4.131, relative change = 4.380e-04)
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## Completing Iteration 52 (approx. per word bound = -4.130, relative change = 3.720e-04)
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## Completing Iteration 53 (approx. per word bound = -4.128, relative change = 3.382e-04)
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## Completing Iteration 54 (approx. per word bound = -4.127, relative change = 2.730e-04)
## .....................................................................................................
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## Completing Iteration 55 (approx. per word bound = -4.126, relative change = 2.112e-04)
## Topic 1: yemen, middl, kill, claim, houthi
## Topic 2: middl, offic, al-qa'idah, forc, suicid
## Topic 3: --, offici, attack, dead, gunmen
## Topic 4: secur, --, aden, gulf, threat
## Topic 5: armi, say, air, al-qaeda, raid
## Topic 6: qaeda, milit, two, al, five
## Topic 7: yemen, kill, soldier, suspect, clash
## Topic 8: intellig, six, us, civilian, local
## Topic 9: yemeni, attack, bomb, militari, polic
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 56 (approx. per word bound = -4.125, relative change = 2.176e-04)
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## Completing Iteration 57 (approx. per word bound = -4.125, relative change = 1.868e-04)
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## Completing Iteration 58 (approx. per word bound = -4.124, relative change = 1.663e-04)
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## Completing Iteration 59 (approx. per word bound = -4.123, relative change = 1.673e-04)
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## Completing Iteration 60 (approx. per word bound = -4.123, relative change = 1.632e-04)
## Topic 1: yemen, middl, kill, claim, houthi
## Topic 2: middl, offic, al-qa'idah, forc, suicid
## Topic 3: --, offici, attack, dead, gunmen
## Topic 4: secur, --, aden, gulf, threat
## Topic 5: armi, say, air, al-qaeda, raid
## Topic 6: qaeda, milit, two, al, five
## Topic 7: yemen, kill, soldier, suspect, clash
## Topic 8: intellig, us, six, civilian, drone
## Topic 9: yemeni, attack, bomb, militari, polic
## .....................................................................................................
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## Completing Iteration 61 (approx. per word bound = -4.122, relative change = 1.604e-04)
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## Completing Iteration 62 (approx. per word bound = -4.121, relative change = 1.987e-04)
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## Completing Iteration 63 (approx. per word bound = -4.120, relative change = 2.164e-04)
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## Completing Iteration 64 (approx. per word bound = -4.119, relative change = 2.165e-04)
## .....................................................................................................
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## Completing Iteration 65 (approx. per word bound = -4.119, relative change = 2.143e-04)
## Topic 1: yemen, middl, kill, claim, houthi
## Topic 2: middl, offic, al-qa'idah, forc, suicid
## Topic 3: --, offici, dead, attack, gunmen
## Topic 4: secur, --, aden, gulf, threat
## Topic 5: armi, say, air, al-qaeda, raid
## Topic 6: qaeda, milit, two, al, five
## Topic 7: yemen, kill, soldier, suspect, clash
## Topic 8: us, intellig, six, drone, civilian
## Topic 9: yemeni, attack, bomb, militari, polic
## .....................................................................................................
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## Completing Iteration 66 (approx. per word bound = -4.118, relative change = 1.978e-04)
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## Completing Iteration 67 (approx. per word bound = -4.117, relative change = 1.751e-04)
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## Completing Iteration 68 (approx. per word bound = -4.116, relative change = 1.769e-04)
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## Completing Iteration 69 (approx. per word bound = -4.115, relative change = 1.926e-04)
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## Completing Iteration 70 (approx. per word bound = -4.115, relative change = 2.110e-04)
## Topic 1: yemen, middl, kill, claim, houthi
## Topic 2: middl, offic, al-qa'idah, yemeni, forc
## Topic 3: --, offici, dead, gunmen, attack
## Topic 4: secur, --, aden, gulf, threat
## Topic 5: armi, air, say, al-qaeda, raid
## Topic 6: qaeda, milit, two, al, five
## Topic 7: yemen, kill, soldier, suspect, clash
## Topic 8: drone, us, intellig, six, strike
## Topic 9: yemeni, attack, bomb, militari, polic
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 71 (approx. per word bound = -4.114, relative change = 2.506e-04)
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## Completing Iteration 72 (approx. per word bound = -4.112, relative change = 2.586e-04)
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## Completing Iteration 73 (approx. per word bound = -4.112, relative change = 1.928e-04)
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## Completing Iteration 74 (approx. per word bound = -4.111, relative change = 1.784e-04)
## .....................................................................................................
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## Completing Iteration 75 (approx. per word bound = -4.110, relative change = 1.767e-04)
## Topic 1: yemen, middl, --, kill, claim
## Topic 2: middl, offic, yemeni, al-qa'idah, forc
## Topic 3: --, offici, dead, gunmen, attack
## Topic 4: secur, --, aden, gulf, threat
## Topic 5: armi, air, al-qaeda, raid, say
## Topic 6: qaeda, milit, two, al, five
## Topic 7: yemen, kill, soldier, suspect, clash
## Topic 8: drone, strike, us, intellig, six
## Topic 9: yemeni, attack, bomb, militari, polic
## .....................................................................................................
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## Completing Iteration 76 (approx. per word bound = -4.110, relative change = 1.770e-04)
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## Completing Iteration 77 (approx. per word bound = -4.109, relative change = 1.858e-04)
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## Completing Iteration 78 (approx. per word bound = -4.108, relative change = 2.105e-04)
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## Completing Iteration 79 (approx. per word bound = -4.107, relative change = 2.537e-04)
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## Completing Iteration 80 (approx. per word bound = -4.106, relative change = 3.092e-04)
## Topic 1: yemen, --, middl, kill, claim
## Topic 2: middl, offic, yemeni, al-qa'idah, forc
## Topic 3: --, offici, dead, gunmen, attack
## Topic 4: secur, --, aden, gulf, threat
## Topic 5: armi, air, al-qaeda, raid, say
## Topic 6: qaeda, milit, two, al, five
## Topic 7: yemen, kill, soldier, suspect, clash
## Topic 8: drone, strike, us, six, intellig
## Topic 9: attack, yemeni, bomb, militari, gunmen
## .....................................................................................................
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## Completing Iteration 81 (approx. per word bound = -4.104, relative change = 3.503e-04)
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## Completing Iteration 82 (approx. per word bound = -4.103, relative change = 3.457e-04)
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## Completing Iteration 83 (approx. per word bound = -4.102, relative change = 2.884e-04)
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## Completing Iteration 84 (approx. per word bound = -4.100, relative change = 2.678e-04)
## .....................................................................................................
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## Completing Iteration 85 (approx. per word bound = -4.099, relative change = 2.581e-04)
## Topic 1: yemen, --, middl, kill, claim
## Topic 2: middl, offic, yemeni, al-qa'idah, intellig
## Topic 3: --, offici, dead, gunmen, attack
## Topic 4: secur, --, aden, gulf, threat
## Topic 5: armi, air, al-qaeda, raid, say
## Topic 6: qaeda, milit, two, five, al
## Topic 7: yemen, kill, soldier, suspect, clash
## Topic 8: drone, strike, us, six, civilian
## Topic 9: attack, yemeni, bomb, gunmen, militari
## .....................................................................................................
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## Completing Iteration 86 (approx. per word bound = -4.098, relative change = 2.513e-04)
## .....................................................................................................
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## Completing Iteration 87 (approx. per word bound = -4.097, relative change = 2.342e-04)
## .....................................................................................................
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## Completing Iteration 88 (approx. per word bound = -4.097, relative change = 2.026e-04)
## .....................................................................................................
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## Completing Iteration 89 (approx. per word bound = -4.096, relative change = 1.621e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 90 (approx. per word bound = -4.095, relative change = 1.334e-04)
## Topic 1: yemen, --, middl, kill, claim
## Topic 2: yemeni, middl, offic, al-qa'idah, secur
## Topic 3: --, offici, dead, gunmen, fighter
## Topic 4: secur, --, aden, gulf, threat
## Topic 5: armi, air, al-qaeda, raid, -yemen
## Topic 6: qaeda, milit, two, five, four
## Topic 7: yemen, kill, soldier, suspect, clash
## Topic 8: drone, strike, us, six, civilian
## Topic 9: attack, yemeni, bomb, gunmen, militari
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 91 (approx. per word bound = -4.095, relative change = 1.288e-04)
## .....................................................................................................
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## Completing Iteration 92 (approx. per word bound = -4.094, relative change = 1.427e-04)
## .....................................................................................................
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## Completing Iteration 93 (approx. per word bound = -4.094, relative change = 1.661e-04)
## .....................................................................................................
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## Completing Iteration 94 (approx. per word bound = -4.093, relative change = 1.813e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 95 (approx. per word bound = -4.092, relative change = 1.633e-04)
## Topic 1: yemen, --, middl, kill, claim
## Topic 2: yemeni, offic, middl, al-qa'idah, secur
## Topic 3: --, offici, dead, gunmen, fighter
## Topic 4: secur, --, aden, gulf, threat
## Topic 5: armi, air, al-qaeda, raid, -yemen
## Topic 6: qaeda, milit, two, five, four
## Topic 7: yemen, kill, soldier, suspect, clash
## Topic 8: drone, strike, us, six, yemen
## Topic 9: attack, yemeni, gunmen, bomb, militari
## .....................................................................................................
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## Completing Iteration 96 (approx. per word bound = -4.092, relative change = 1.356e-04)
## .....................................................................................................
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## Completing Iteration 97 (approx. per word bound = -4.091, relative change = 1.530e-04)
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## Completing Iteration 98 (approx. per word bound = -4.091, relative change = 1.038e-04)
## .....................................................................................................
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## Completing Iteration 99 (approx. per word bound = -4.090, relative change = 5.148e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 100 (approx. per word bound = -4.090, relative change = 4.498e-05)
## Topic 1: yemen, --, middl, kill, claim
## Topic 2: yemeni, offic, middl, al-qa'idah, secur
## Topic 3: --, offici, dead, gunmen, fighter
## Topic 4: --, secur, aden, gulf, threat
## Topic 5: armi, air, al-qaeda, raid, -yemen
## Topic 6: qaeda, milit, two, five, four
## Topic 7: yemen, kill, soldier, suspect, clash
## Topic 8: drone, strike, us, six, al-qaida
## Topic 9: attack, yemeni, gunmen, bomb, militari
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 101 (approx. per word bound = -4.090, relative change = 4.354e-05)
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## Completing Iteration 102 (approx. per word bound = -4.090, relative change = 4.549e-05)
## .....................................................................................................
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## Completing Iteration 103 (approx. per word bound = -4.090, relative change = 5.010e-05)
## .....................................................................................................
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## Completing Iteration 104 (approx. per word bound = -4.089, relative change = 5.232e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 105 (approx. per word bound = -4.089, relative change = 5.015e-05)
## Topic 1: yemen, --, middl, kill, claim
## Topic 2: yemeni, offic, middl, al-qa'idah, secur
## Topic 3: --, offici, dead, gunmen, fighter
## Topic 4: aden, --, secur, gulf, threat
## Topic 5: armi, air, al-qaeda, raid, -yemen
## Topic 6: qaeda, milit, two, five, four
## Topic 7: yemen, kill, soldier, suspect, clash
## Topic 8: drone, strike, us, six, al-qaida
## Topic 9: attack, yemeni, gunmen, bomb, militari
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 106 (approx. per word bound = -4.089, relative change = 4.617e-05)
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## Completing Iteration 107 (approx. per word bound = -4.089, relative change = 4.139e-05)
## .....................................................................................................
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## Completing Iteration 108 (approx. per word bound = -4.089, relative change = 3.593e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 109 (approx. per word bound = -4.089, relative change = 3.082e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 110 (approx. per word bound = -4.088, relative change = 2.774e-05)
## Topic 1: yemen, --, middl, kill, claim
## Topic 2: yemeni, offic, middl, secur, al-qa'idah
## Topic 3: --, offici, dead, gunmen, fighter
## Topic 4: aden, --, secur, gulf, threat
## Topic 5: armi, air, al-qaeda, raid, -yemen
## Topic 6: qaeda, milit, two, five, four
## Topic 7: yemen, kill, soldier, suspect, clash
## Topic 8: drone, strike, us, six, al-qaida
## Topic 9: attack, yemeni, gunmen, bomb, militari
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 111 (approx. per word bound = -4.088, relative change = 2.671e-05)
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## Completing Iteration 112 (approx. per word bound = -4.088, relative change = 2.975e-05)
## .....................................................................................................
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## Completing Iteration 113 (approx. per word bound = -4.088, relative change = 3.568e-05)
## .....................................................................................................
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## Completing Iteration 114 (approx. per word bound = -4.088, relative change = 4.191e-05)
## .....................................................................................................
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## Completing Iteration 115 (approx. per word bound = -4.088, relative change = 2.768e-05)
## Topic 1: yemen, --, middl, kill, claim
## Topic 2: yemeni, offic, middl, secur, al-qa'idah
## Topic 3: --, offici, dead, gunmen, die
## Topic 4: aden, --, secur, gulf, threat
## Topic 5: armi, air, al-qaeda, raid, -yemen
## Topic 6: qaeda, milit, two, five, four
## Topic 7: yemen, kill, soldier, suspect, clash
## Topic 8: drone, strike, us, six, al-qaida
## Topic 9: attack, yemeni, gunmen, bomb, militari
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 116 (approx. per word bound = -4.088, relative change = 2.088e-05)
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## Completing Iteration 117 (approx. per word bound = -4.088, relative change = 2.278e-05)
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## Completing Iteration 118 (approx. per word bound = -4.087, relative change = 2.694e-05)
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## Completed E-Step (0 seconds).
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## Completing Iteration 119 (approx. per word bound = -4.087, relative change = 3.041e-05)
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## Completing Iteration 120 (approx. per word bound = -4.087, relative change = 3.687e-05)
## Topic 1: yemen, --, middl, kill, claim
## Topic 2: yemeni, offic, middl, secur, al-qa'idah
## Topic 3: --, offici, dead, gunmen, die
## Topic 4: aden, --, secur, gulf, threat
## Topic 5: armi, air, al-qaeda, raid, -yemen
## Topic 6: qaeda, milit, two, five, four
## Topic 7: yemen, kill, soldier, suspect, clash
## Topic 8: drone, strike, us, six, al-qaida
## Topic 9: attack, gunmen, yemeni, bomb, militari
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 121 (approx. per word bound = -4.087, relative change = 5.469e-05)
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## Completing Iteration 122 (approx. per word bound = -4.087, relative change = 7.901e-05)
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## Completing Iteration 123 (approx. per word bound = -4.086, relative change = 8.484e-05)
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## Completing Iteration 124 (approx. per word bound = -4.086, relative change = 4.528e-05)
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## Completed E-Step (0 seconds).
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## Completing Iteration 125 (approx. per word bound = -4.086, relative change = 2.337e-05)
## Topic 1: yemen, --, middl, kill, claim
## Topic 2: yemeni, middl, offic, secur, al-qa'idah
## Topic 3: --, offici, dead, gunmen, shot
## Topic 4: aden, --, secur, gulf, threat
## Topic 5: armi, air, al-qaeda, raid, -yemen
## Topic 6: qaeda, milit, two, five, four
## Topic 7: yemen, kill, soldier, suspect, clash
## Topic 8: drone, strike, us, six, al-qaida
## Topic 9: attack, gunmen, yemeni, bomb, militari
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 126 (approx. per word bound = -4.086, relative change = 2.537e-05)
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## Completing Iteration 127 (approx. per word bound = -4.086, relative change = 3.165e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 128 (approx. per word bound = -4.086, relative change = 3.780e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 129 (approx. per word bound = -4.085, relative change = 4.176e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 130 (approx. per word bound = -4.085, relative change = 4.091e-05)
## Topic 1: yemen, --, middl, kill, claim
## Topic 2: yemeni, middl, offic, secur, al-qa'idah
## Topic 3: --, offici, dead, gunmen, shot
## Topic 4: aden, --, secur, gulf, threat
## Topic 5: armi, air, al-qaeda, raid, -yemen
## Topic 6: qaeda, milit, two, five, four
## Topic 7: yemen, kill, soldier, suspect, clash
## Topic 8: drone, strike, us, six, yemen
## Topic 9: attack, gunmen, yemeni, bomb, militari
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -4.085, relative change = 4.350e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 132 (approx. per word bound = -4.085, relative change = 6.925e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 133 (approx. per word bound = -4.084, relative change = 1.148e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 134 (approx. per word bound = -4.084, relative change = 7.032e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 135 (approx. per word bound = -4.084, relative change = 3.921e-05)
## Topic 1: yemen, --, middl, kill, claim
## Topic 2: yemeni, middl, offic, secur, al-qa'idah
## Topic 3: --, offici, dead, gunmen, shot
## Topic 4: aden, --, secur, gulf, threat
## Topic 5: armi, air, al-qaeda, raid, -yemen
## Topic 6: qaeda, milit, two, five, four
## Topic 7: kill, yemen, soldier, suspect, clash
## Topic 8: drone, strike, us, yemen, six
## Topic 9: attack, gunmen, yemeni, bomb, militari
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 136 (approx. per word bound = -4.084, relative change = 4.261e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 137 (approx. per word bound = -4.084, relative change = 4.972e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 138 (approx. per word bound = -4.083, relative change = 5.411e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 139 (approx. per word bound = -4.083, relative change = 5.057e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 140 (approx. per word bound = -4.083, relative change = 3.985e-05)
## Topic 1: yemen, --, middl, kill, claim
## Topic 2: yemeni, middl, offic, secur, al-qa'idah
## Topic 3: --, offici, dead, gunmen, zinjibar
## Topic 4: aden, --, secur, gulf, threat
## Topic 5: armi, air, al-qaeda, raid, -yemen
## Topic 6: qaeda, milit, two, five, four
## Topic 7: kill, yemen, soldier, suspect, clash
## Topic 8: drone, strike, us, yemen, six
## Topic 9: attack, gunmen, yemeni, bomb, militari
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 141 (approx. per word bound = -4.083, relative change = 2.943e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 142 (approx. per word bound = -4.083, relative change = 2.043e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 143 (approx. per word bound = -4.083, relative change = 1.286e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ..........
## Recovering initialization...
## ......
## Initialization complete.
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.882)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.607, relative change = 5.631e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.454, relative change = 3.319e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.379, relative change = 1.689e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.336, relative change = 9.896e-03)
## Topic 1: secur, aden, --, gulf, -yemeni
## Topic 2: kill, middl, gunmen, --, intellig
## Topic 3: armi, threat, critic, bomb, gulf
## Topic 4: qaeda, suspect, two, soldier, four
## Topic 5: --, us, yemen, raid, peopl
## Topic 6: kill, --, soldier, troop, say
## Topic 7: yemen, milit, attack, offici, drone
## Topic 8: --, yemeni, militari, -yemen, citi
## Topic 9: yemen, clash, offic, al-qa'idah, al-qaida
## Topic 10: strike, dead, three, six, ambush
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.307, relative change = 6.637e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.287, relative change = 4.658e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.271, relative change = 3.822e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.257, relative change = 3.241e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.244, relative change = 2.896e-03)
## Topic 1: secur, --, aden, gulf, critic
## Topic 2: middl, gunmen, kill, --, yemeni
## Topic 3: armi, threat, bomb, ministri, car
## Topic 4: qaeda, suspect, two, four, base
## Topic 5: --, yemen, us, raid, peopl
## Topic 6: kill, --, soldier, troop, say
## Topic 7: yemen, milit, attack, offici, drone
## Topic 8: --, yemeni, militari, -yemen, citi
## Topic 9: clash, yemen, offic, al-qa'idah, al-qaida
## Topic 10: dead, strike, three, two, six
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.235, relative change = 2.135e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.229, relative change = 1.461e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.224, relative change = 1.104e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.221, relative change = 9.074e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.217, relative change = 8.417e-04)
## Topic 1: secur, --, aden, gulf, critic
## Topic 2: middl, gunmen, kill, --, yemeni
## Topic 3: armi, threat, bomb, ministri, car
## Topic 4: qaeda, suspect, two, four, base
## Topic 5: --, yemen, us, raid, peopl
## Topic 6: kill, --, soldier, troop, say
## Topic 7: yemen, milit, attack, offici, drone
## Topic 8: --, yemeni, militari, -yemen, citi
## Topic 9: clash, offic, yemen, al-qa'idah, al-qaida
## Topic 10: dead, strike, two, three, six
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.213, relative change = 8.511e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.210, relative change = 8.760e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.206, relative change = 8.767e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.203, relative change = 7.569e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.200, relative change = 6.658e-04)
## Topic 1: secur, --, aden, gulf, critic
## Topic 2: middl, gunmen, kill, --, yemeni
## Topic 3: armi, threat, bomb, ministri, car
## Topic 4: qaeda, suspect, four, two, base
## Topic 5: --, yemen, us, raid, peopl
## Topic 6: kill, --, soldier, troop, say
## Topic 7: yemen, milit, attack, offici, drone
## Topic 8: --, yemeni, militari, -yemen, citi
## Topic 9: clash, offic, yemen, --, al-qaida
## Topic 10: dead, two, three, six, ambush
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.198, relative change = 6.086e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.195, relative change = 5.597e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.193, relative change = 5.781e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.190, relative change = 6.268e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.187, relative change = 7.558e-04)
## Topic 1: secur, --, aden, gulf, critic
## Topic 2: middl, gunmen, kill, --, al-qa'idah
## Topic 3: armi, threat, bomb, ministri, al-qaeda
## Topic 4: qaeda, suspect, four, two, base
## Topic 5: --, yemen, us, raid, peopl
## Topic 6: kill, --, soldier, troop, say
## Topic 7: yemen, milit, attack, offici, drone
## Topic 8: --, yemeni, militari, -yemen, citi
## Topic 9: clash, offic, --, yemen, al-qaida
## Topic 10: dead, two, three, six, ambush
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.183, relative change = 8.914e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.180, relative change = 7.239e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.178, relative change = 6.216e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.175, relative change = 5.672e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.173, relative change = 5.400e-04)
## Topic 1: secur, --, aden, gulf, critic
## Topic 2: middl, gunmen, kill, al-qa'idah, --
## Topic 3: armi, threat, bomb, ministri, al-qaeda
## Topic 4: qaeda, suspect, four, base, two
## Topic 5: --, yemen, us, raid, tribal
## Topic 6: kill, --, soldier, troop, say
## Topic 7: yemen, milit, attack, offici, drone
## Topic 8: --, yemeni, militari, -yemen, citi
## Topic 9: clash, --, offic, yemen, al-qaida
## Topic 10: dead, two, three, six, ambush
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.170, relative change = 7.160e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.164, relative change = 1.449e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.155, relative change = 2.055e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.150, relative change = 1.293e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.147, relative change = 6.325e-04)
## Topic 1: --, secur, aden, gulf, threat
## Topic 2: middl, gunmen, kill, al-qa'idah, yemeni
## Topic 3: armi, bomb, al-qaeda, ministri, car
## Topic 4: qaeda, suspect, four, base, least
## Topic 5: --, yemen, us, raid, tribal
## Topic 6: kill, --, soldier, troop, say
## Topic 7: yemen, milit, attack, offici, drone
## Topic 8: --, yemeni, militari, -yemen, citi
## Topic 9: clash, --, yemen, offic, al-qaida
## Topic 10: dead, two, three, six, ambush
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.146, relative change = 4.388e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.144, relative change = 3.810e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.143, relative change = 3.659e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.141, relative change = 3.667e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.139, relative change = 3.639e-04)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: middl, gunmen, yemeni, kill, al-qa'idah
## Topic 3: armi, bomb, al-qaeda, ministri, car
## Topic 4: qaeda, suspect, four, base, least
## Topic 5: --, yemen, us, raid, air
## Topic 6: kill, --, soldier, troop, say
## Topic 7: yemen, milit, attack, offici, drone
## Topic 8: --, yemeni, militari, -yemen, citi
## Topic 9: clash, --, yemen, al-qaida, offic
## Topic 10: two, dead, three, six, ambush
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.138, relative change = 3.631e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.137, relative change = 3.523e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.135, relative change = 2.956e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -4.134, relative change = 2.902e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.133, relative change = 3.190e-04)
## Topic 1: --, aden, secur, gulf, threat
## Topic 2: middl, gunmen, yemeni, --, kill
## Topic 3: armi, bomb, al-qaeda, ministri, car
## Topic 4: qaeda, suspect, four, base, least
## Topic 5: --, yemen, us, raid, air
## Topic 6: kill, --, soldier, troop, say
## Topic 7: yemen, milit, attack, offici, drone
## Topic 8: --, yemeni, militari, -yemen, citi
## Topic 9: --, clash, yemen, al-qaida, polic
## Topic 10: two, dead, three, six, ambush
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.131, relative change = 4.125e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.129, relative change = 4.667e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -4.128, relative change = 2.887e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -4.127, relative change = 2.179e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.126, relative change = 2.144e-04)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: middl, gunmen, yemeni, offic, --
## Topic 3: armi, bomb, al-qaeda, ministri, car
## Topic 4: qaeda, suspect, four, base, least
## Topic 5: --, yemen, us, air, raid
## Topic 6: kill, --, soldier, troop, say
## Topic 7: yemen, milit, offici, attack, drone
## Topic 8: --, yemeni, militari, -yemen, citi
## Topic 9: --, clash, yemen, al-qaida, attack
## Topic 10: two, dead, three, six, ambush
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -4.125, relative change = 2.358e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -4.124, relative change = 2.279e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -4.124, relative change = 1.640e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -4.123, relative change = 1.478e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.122, relative change = 1.419e-04)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: middl, yemeni, gunmen, offic, --
## Topic 3: armi, bomb, al-qaeda, ministri, car
## Topic 4: qaeda, suspect, four, base, least
## Topic 5: --, yemen, us, air, kill
## Topic 6: kill, --, soldier, troop, say
## Topic 7: yemen, milit, offici, attack, kill
## Topic 8: --, yemeni, militari, -yemen, citi
## Topic 9: --, clash, yemen, attack, al-qaida
## Topic 10: two, dead, three, six, ambush
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -4.122, relative change = 1.394e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -4.121, relative change = 1.398e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -4.121, relative change = 1.451e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -4.120, relative change = 1.584e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -4.119, relative change = 1.790e-04)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: middl, yemeni, gunmen, offic, --
## Topic 3: armi, bomb, al-qaeda, ministri, car
## Topic 4: qaeda, suspect, four, least, base
## Topic 5: --, yemen, us, kill, air
## Topic 6: --, kill, soldier, troop, say
## Topic 7: yemen, milit, offici, kill, drone
## Topic 8: --, yemeni, militari, -yemen, citi
## Topic 9: --, clash, attack, yemen, al-qaida
## Topic 10: two, dead, three, six, ambush
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -4.118, relative change = 2.103e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -4.117, relative change = 2.411e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -4.116, relative change = 2.432e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -4.115, relative change = 2.342e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -4.114, relative change = 2.366e-04)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, offic, --
## Topic 3: armi, bomb, al-qaeda, ministri, car
## Topic 4: qaeda, suspect, four, least, base
## Topic 5: --, yemen, kill, us, air
## Topic 6: --, kill, soldier, troop, say
## Topic 7: yemen, milit, offici, kill, drone
## Topic 8: --, yemeni, militari, -yemen, citi
## Topic 9: --, clash, attack, yemen, al-qaida
## Topic 10: dead, two, three, six, ambush
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -4.114, relative change = 2.175e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -4.113, relative change = 1.775e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -4.112, relative change = 1.929e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -4.111, relative change = 2.275e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -4.110, relative change = 2.056e-04)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, offic, --
## Topic 3: armi, bomb, al-qaeda, ministri, car
## Topic 4: qaeda, suspect, four, least, base
## Topic 5: --, yemen, kill, us, air
## Topic 6: --, kill, soldier, troop, say
## Topic 7: yemen, milit, kill, offici, drone
## Topic 8: --, yemeni, militari, -yemen, citi
## Topic 9: attack, --, clash, al-qaida, yemen
## Topic 10: dead, two, three, six, ambush
## .....................................................................................................
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## Completing Iteration 71 (approx. per word bound = -4.110, relative change = 1.533e-04)
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## Completing Iteration 72 (approx. per word bound = -4.109, relative change = 1.347e-04)
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## Completing Iteration 73 (approx. per word bound = -4.109, relative change = 1.220e-04)
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## Completing Iteration 74 (approx. per word bound = -4.108, relative change = 1.261e-04)
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## Completing Iteration 75 (approx. per word bound = -4.107, relative change = 1.610e-04)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, bomb, al-qaeda, ministri, car
## Topic 4: qaeda, suspect, four, least, intel
## Topic 5: --, yemen, kill, us, air
## Topic 6: --, kill, soldier, troop, say
## Topic 7: yemen, milit, kill, offici, drone
## Topic 8: --, yemeni, militari, -yemen, al
## Topic 9: attack, --, clash, al-qaida, yemen
## Topic 10: dead, two, three, six, ambush
## .....................................................................................................
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## Completing Iteration 76 (approx. per word bound = -4.107, relative change = 1.562e-04)
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## Completing Iteration 77 (approx. per word bound = -4.106, relative change = 1.010e-04)
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## Completing Iteration 78 (approx. per word bound = -4.106, relative change = 8.114e-05)
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## Completing Iteration 79 (approx. per word bound = -4.106, relative change = 7.682e-05)
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## Completing Iteration 80 (approx. per word bound = -4.105, relative change = 7.571e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, bomb, al-qaeda, ministri, car
## Topic 4: qaeda, suspect, four, least, intel
## Topic 5: --, yemen, kill, us, air
## Topic 6: --, kill, soldier, troop, say
## Topic 7: yemen, milit, kill, offici, drone
## Topic 8: --, yemeni, militari, -yemen, al
## Topic 9: attack, --, clash, al-qaida, yemen
## Topic 10: dead, two, three, six, ambush
## .....................................................................................................
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## Completing Iteration 81 (approx. per word bound = -4.105, relative change = 7.627e-05)
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## Completing Iteration 82 (approx. per word bound = -4.105, relative change = 7.508e-05)
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## Completing Iteration 83 (approx. per word bound = -4.104, relative change = 7.119e-05)
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## Completing Iteration 84 (approx. per word bound = -4.104, relative change = 7.150e-05)
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## Completing Iteration 85 (approx. per word bound = -4.104, relative change = 8.000e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, bomb, al-qaeda, ministri, car
## Topic 4: qaeda, suspect, four, least, intel
## Topic 5: --, yemen, kill, us, air
## Topic 6: --, kill, soldier, troop, say
## Topic 7: yemen, milit, kill, offici, drone
## Topic 8: --, yemeni, militari, -yemen, suicid
## Topic 9: attack, --, clash, al-qaida, yemen
## Topic 10: dead, two, three, six, ambush
## .....................................................................................................
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## Completing Iteration 86 (approx. per word bound = -4.104, relative change = 7.163e-05)
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## Completing Iteration 87 (approx. per word bound = -4.103, relative change = 4.564e-05)
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## Completing Iteration 88 (approx. per word bound = -4.103, relative change = 4.708e-05)
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## Completing Iteration 89 (approx. per word bound = -4.103, relative change = 4.272e-05)
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## Completing Iteration 90 (approx. per word bound = -4.103, relative change = 3.232e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, bomb, al-qaeda, ministri, car
## Topic 4: qaeda, suspect, four, intel, qaeda-link
## Topic 5: --, yemen, kill, us, air
## Topic 6: --, kill, soldier, troop, say
## Topic 7: yemen, milit, kill, offici, drone
## Topic 8: --, militari, yemeni, suicid, -yemen
## Topic 9: attack, --, clash, al-qaida, yemen
## Topic 10: dead, two, three, six, ambush
## .....................................................................................................
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## Completing Iteration 91 (approx. per word bound = -4.103, relative change = 2.424e-05)
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## Completing Iteration 92 (approx. per word bound = -4.103, relative change = 2.224e-05)
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## Completing Iteration 93 (approx. per word bound = -4.103, relative change = 2.296e-05)
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## Completing Iteration 94 (approx. per word bound = -4.102, relative change = 2.370e-05)
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## Completing Iteration 95 (approx. per word bound = -4.102, relative change = 2.398e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, bomb, al-qaeda, ministri, --
## Topic 4: qaeda, suspect, four, intel, qaeda-link
## Topic 5: --, yemen, kill, us, air
## Topic 6: --, kill, soldier, troop, say
## Topic 7: yemen, milit, kill, offici, drone
## Topic 8: --, militari, suicid, yemeni, al
## Topic 9: attack, --, clash, al-qaida, yemen
## Topic 10: dead, two, three, six, ambush
## .....................................................................................................
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## Completing Iteration 96 (approx. per word bound = -4.102, relative change = 2.720e-05)
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## Completing Iteration 97 (approx. per word bound = -4.102, relative change = 3.431e-05)
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## Completing Iteration 98 (approx. per word bound = -4.102, relative change = 4.167e-05)
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## Completing Iteration 99 (approx. per word bound = -4.102, relative change = 5.085e-05)
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## Completing Iteration 100 (approx. per word bound = -4.101, relative change = 8.746e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, bomb, al-qaeda, ministri, --
## Topic 4: qaeda, suspect, four, intel, qaeda-link
## Topic 5: --, yemen, kill, us, air
## Topic 6: --, kill, soldier, troop, say
## Topic 7: yemen, milit, kill, offici, drone
## Topic 8: --, militari, suicid, al, yemeni
## Topic 9: attack, --, clash, al-qaida, yemen
## Topic 10: dead, two, three, six, ambush
## .....................................................................................................
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## Completing Iteration 101 (approx. per word bound = -4.101, relative change = 1.320e-04)
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## Completing Iteration 102 (approx. per word bound = -4.100, relative change = 1.097e-04)
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## Completing Iteration 103 (approx. per word bound = -4.100, relative change = 5.219e-05)
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## Completing Iteration 104 (approx. per word bound = -4.100, relative change = 2.993e-05)
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## Completing Iteration 105 (approx. per word bound = -4.100, relative change = 3.060e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, bomb, al-qaeda, ministri, --
## Topic 4: qaeda, suspect, four, intel, hit
## Topic 5: --, yemen, kill, us, air
## Topic 6: --, kill, soldier, troop, say
## Topic 7: yemen, milit, kill, offici, drone
## Topic 8: --, militari, suicid, al, -yemen
## Topic 9: attack, --, clash, al-qaida, yemen
## Topic 10: dead, two, three, six, ambush
## .....................................................................................................
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## Completing Iteration 106 (approx. per word bound = -4.100, relative change = 3.683e-05)
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## Completing Iteration 107 (approx. per word bound = -4.100, relative change = 4.530e-05)
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## Completing Iteration 108 (approx. per word bound = -4.099, relative change = 5.599e-05)
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## Completing Iteration 109 (approx. per word bound = -4.099, relative change = 6.664e-05)
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## Completing Iteration 110 (approx. per word bound = -4.099, relative change = 7.512e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, bomb, al-qaeda, ministri, --
## Topic 4: qaeda, suspect, four, intel, hit
## Topic 5: --, yemen, kill, us, clash
## Topic 6: --, kill, soldier, troop, say
## Topic 7: yemen, milit, kill, offici, drone
## Topic 8: --, militari, suicid, al, -yemen
## Topic 9: attack, --, clash, al-qaida, yemen
## Topic 10: dead, two, three, six, ambush
## .....................................................................................................
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## Completing Iteration 111 (approx. per word bound = -4.098, relative change = 8.248e-05)
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## Completing Iteration 112 (approx. per word bound = -4.098, relative change = 9.277e-05)
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## Completing Iteration 113 (approx. per word bound = -4.098, relative change = 1.121e-04)
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## Completing Iteration 114 (approx. per word bound = -4.097, relative change = 1.412e-04)
## .....................................................................................................
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## Completing Iteration 115 (approx. per word bound = -4.096, relative change = 1.518e-04)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, bomb, al-qaeda, ministri, --
## Topic 4: qaeda, suspect, four, intel, hit
## Topic 5: --, yemen, kill, us, clash
## Topic 6: --, kill, soldier, troop, say
## Topic 7: yemen, kill, milit, offici, drone
## Topic 8: --, militari, suicid, al, -yemen
## Topic 9: attack, --, clash, al-qaida, yemen
## Topic 10: dead, two, three, six, ambush
## .....................................................................................................
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## Completing Iteration 116 (approx. per word bound = -4.096, relative change = 1.152e-04)
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## Completing Iteration 117 (approx. per word bound = -4.096, relative change = 8.473e-05)
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## Completing Iteration 118 (approx. per word bound = -4.095, relative change = 7.113e-05)
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## Completing Iteration 119 (approx. per word bound = -4.095, relative change = 6.344e-05)
## .....................................................................................................
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## Completing Iteration 120 (approx. per word bound = -4.095, relative change = 5.803e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, bomb, al-qaeda, ministri, --
## Topic 4: qaeda, suspect, four, intel, hit
## Topic 5: --, yemen, kill, us, clash
## Topic 6: --, kill, soldier, troop, say
## Topic 7: yemen, kill, milit, offici, strike
## Topic 8: --, militari, suicid, al, -yemen
## Topic 9: attack, --, clash, al-qaida, yemen
## Topic 10: dead, two, three, six, ambush
## .....................................................................................................
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## Completing Iteration 121 (approx. per word bound = -4.095, relative change = 5.354e-05)
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## Completing Iteration 122 (approx. per word bound = -4.094, relative change = 4.947e-05)
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## Completing Iteration 123 (approx. per word bound = -4.094, relative change = 4.618e-05)
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## Completing Iteration 124 (approx. per word bound = -4.094, relative change = 4.218e-05)
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## Completing Iteration 125 (approx. per word bound = -4.094, relative change = 3.888e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, bomb, al-qaeda, ministri, --
## Topic 4: qaeda, suspect, four, intel, hit
## Topic 5: --, yemen, kill, clash, drone
## Topic 6: --, kill, soldier, troop, say
## Topic 7: yemen, kill, milit, offici, strike
## Topic 8: --, militari, suicid, al, -yemen
## Topic 9: attack, --, clash, al-qaida, yemen
## Topic 10: dead, two, three, six, ambush
## .....................................................................................................
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## Completing Iteration 126 (approx. per word bound = -4.094, relative change = 3.683e-05)
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## Completing Iteration 127 (approx. per word bound = -4.094, relative change = 3.546e-05)
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## Completing Iteration 128 (approx. per word bound = -4.093, relative change = 3.380e-05)
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## Completing Iteration 129 (approx. per word bound = -4.093, relative change = 3.043e-05)
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## Completing Iteration 130 (approx. per word bound = -4.093, relative change = 2.606e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, bomb, al-qaeda, ministri, --
## Topic 4: qaeda, suspect, four, intel, hit
## Topic 5: --, yemen, drone, kill, clash
## Topic 6: --, kill, soldier, troop, say
## Topic 7: yemen, kill, milit, offici, strike
## Topic 8: --, militari, suicid, al, -yemen
## Topic 9: attack, --, clash, yemen, al-qaida
## Topic 10: dead, two, three, six, ambush
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 131 (approx. per word bound = -4.093, relative change = 2.291e-05)
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## Completing Iteration 132 (approx. per word bound = -4.093, relative change = 2.225e-05)
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## Completing Iteration 133 (approx. per word bound = -4.093, relative change = 2.601e-05)
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## Completing Iteration 134 (approx. per word bound = -4.093, relative change = 3.581e-05)
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## Completing Iteration 135 (approx. per word bound = -4.093, relative change = 4.956e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, bomb, al-qaeda, ministri, --
## Topic 4: qaeda, suspect, four, intel, hit
## Topic 5: --, yemen, drone, kill, clash
## Topic 6: --, kill, soldier, troop, say
## Topic 7: yemen, kill, milit, offici, strike
## Topic 8: --, militari, suicid, al, -yemen
## Topic 9: attack, --, yemen, al-qaida, clash
## Topic 10: dead, two, three, six, ambush
## .....................................................................................................
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## Completing Iteration 136 (approx. per word bound = -4.092, relative change = 5.211e-05)
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## Completing Iteration 137 (approx. per word bound = -4.092, relative change = 4.084e-05)
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## Completing Iteration 138 (approx. per word bound = -4.092, relative change = 3.138e-05)
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## Completing Iteration 139 (approx. per word bound = -4.092, relative change = 2.738e-05)
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## Completing Iteration 140 (approx. per word bound = -4.092, relative change = 2.534e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, bomb, al-qaeda, ministri, --
## Topic 4: qaeda, suspect, four, intel, hit
## Topic 5: --, drone, yemen, kill, clash
## Topic 6: --, kill, soldier, troop, five
## Topic 7: yemen, kill, milit, offici, strike
## Topic 8: --, militari, suicid, al, -yemen
## Topic 9: attack, --, yemen, al-qaida, clash
## Topic 10: dead, two, six, three, ambush
## .....................................................................................................
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## Completing Iteration 141 (approx. per word bound = -4.092, relative change = 2.510e-05)
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## Completing Iteration 142 (approx. per word bound = -4.092, relative change = 2.655e-05)
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## Completing Iteration 143 (approx. per word bound = -4.091, relative change = 2.998e-05)
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## Completing Iteration 144 (approx. per word bound = -4.091, relative change = 3.576e-05)
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## Completing Iteration 145 (approx. per word bound = -4.091, relative change = 4.290e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, bomb, al-qaeda, ministri, --
## Topic 4: qaeda, suspect, four, intel, hit
## Topic 5: --, drone, yemen, clash, kill
## Topic 6: --, kill, soldier, troop, five
## Topic 7: yemen, kill, milit, offici, strike
## Topic 8: --, militari, suicid, al, -yemen
## Topic 9: attack, yemen, al-qaida, --, polic
## Topic 10: dead, two, six, ambush, three
## .....................................................................................................
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## Completing Iteration 146 (approx. per word bound = -4.091, relative change = 5.169e-05)
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## Completing Iteration 147 (approx. per word bound = -4.091, relative change = 6.149e-05)
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## Completing Iteration 148 (approx. per word bound = -4.090, relative change = 7.167e-05)
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## Completing Iteration 149 (approx. per word bound = -4.090, relative change = 8.173e-05)
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## Completing Iteration 150 (approx. per word bound = -4.090, relative change = 9.063e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, bomb, al-qaeda, ministri, --
## Topic 4: qaeda, suspect, four, intel, hit
## Topic 5: --, yemen, drone, clash, kill
## Topic 6: --, kill, soldier, troop, five
## Topic 7: yemen, kill, milit, offici, strike
## Topic 8: --, militari, suicid, al, -yemen
## Topic 9: attack, yemen, al-qaida, --, polic
## Topic 10: dead, two, six, ambush, three
## .....................................................................................................
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## Completing Iteration 151 (approx. per word bound = -4.089, relative change = 9.821e-05)
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## Completing Iteration 152 (approx. per word bound = -4.089, relative change = 1.021e-04)
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## Completed E-Step (0 seconds).
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## Completing Iteration 153 (approx. per word bound = -4.088, relative change = 9.652e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 154 (approx. per word bound = -4.088, relative change = 7.812e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 155 (approx. per word bound = -4.088, relative change = 5.798e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, bomb, al-qaeda, ministri, --
## Topic 4: qaeda, suspect, four, intel, hit
## Topic 5: --, yemen, drone, clash, strike
## Topic 6: --, kill, soldier, troop, five
## Topic 7: yemen, kill, milit, offici, local
## Topic 8: --, militari, suicid, al, -yemen
## Topic 9: attack, yemen, al-qaida, --, polic
## Topic 10: dead, two, six, ambush, three
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 156 (approx. per word bound = -4.088, relative change = 4.051e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 157 (approx. per word bound = -4.088, relative change = 2.993e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 158 (approx. per word bound = -4.088, relative change = 2.622e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 159 (approx. per word bound = -4.087, relative change = 2.972e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 160 (approx. per word bound = -4.087, relative change = 3.768e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, bomb, al-qaeda, ministri, --
## Topic 4: qaeda, suspect, four, intel, hit
## Topic 5: --, yemen, drone, clash, strike
## Topic 6: --, kill, soldier, troop, five
## Topic 7: yemen, kill, milit, offici, local
## Topic 8: --, militari, suicid, al, -yemen
## Topic 9: attack, yemen, al-qaida, --, say
## Topic 10: dead, two, six, ambush, three
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 161 (approx. per word bound = -4.087, relative change = 4.607e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 162 (approx. per word bound = -4.087, relative change = 4.942e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 163 (approx. per word bound = -4.087, relative change = 5.442e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 164 (approx. per word bound = -4.086, relative change = 6.105e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 165 (approx. per word bound = -4.086, relative change = 6.678e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, al-qaeda, bomb, ministri, --
## Topic 4: qaeda, suspect, four, intel, hit
## Topic 5: --, yemen, drone, clash, strike
## Topic 6: --, kill, soldier, troop, five
## Topic 7: yemen, kill, milit, offici, local
## Topic 8: --, militari, suicid, al, -yemen
## Topic 9: attack, yemen, al-qaida, say, polic
## Topic 10: dead, two, six, ambush, three
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 166 (approx. per word bound = -4.086, relative change = 7.179e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 167 (approx. per word bound = -4.086, relative change = 8.023e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 168 (approx. per word bound = -4.085, relative change = 8.198e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 169 (approx. per word bound = -4.085, relative change = 8.116e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 170 (approx. per word bound = -4.085, relative change = 7.917e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, al-qaeda, bomb, ministri, car
## Topic 4: qaeda, suspect, four, intel, fail
## Topic 5: --, yemen, drone, clash, strike
## Topic 6: --, kill, soldier, troop, five
## Topic 7: yemen, kill, milit, offici, local
## Topic 8: --, militari, suicid, al, -yemen
## Topic 9: attack, yemen, al-qaida, say, polic
## Topic 10: dead, two, six, ambush, three
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 171 (approx. per word bound = -4.084, relative change = 7.920e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 172 (approx. per word bound = -4.084, relative change = 7.777e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 173 (approx. per word bound = -4.084, relative change = 7.436e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 174 (approx. per word bound = -4.083, relative change = 6.941e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 175 (approx. per word bound = -4.083, relative change = 6.270e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, al-qaeda, bomb, ministri, car
## Topic 4: qaeda, suspect, four, intel, fail
## Topic 5: --, yemen, drone, strike, kill
## Topic 6: --, kill, soldier, troop, five
## Topic 7: yemen, kill, milit, offici, local
## Topic 8: --, militari, suicid, al, -yemen
## Topic 9: attack, yemen, al-qaida, say, polic
## Topic 10: dead, two, clash, six, ambush
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 176 (approx. per word bound = -4.083, relative change = 5.544e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 177 (approx. per word bound = -4.083, relative change = 4.695e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 178 (approx. per word bound = -4.082, relative change = 4.042e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 179 (approx. per word bound = -4.082, relative change = 3.445e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 180 (approx. per word bound = -4.082, relative change = 2.926e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, al-qaeda, ministri, bomb, car
## Topic 4: qaeda, suspect, four, intel, fail
## Topic 5: --, yemen, drone, strike, kill
## Topic 6: --, kill, soldier, troop, five
## Topic 7: yemen, kill, milit, offici, local
## Topic 8: --, militari, suicid, al, -yemen
## Topic 9: attack, yemen, al-qaida, say, polic
## Topic 10: dead, clash, two, six, ambush
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 181 (approx. per word bound = -4.082, relative change = 2.613e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 182 (approx. per word bound = -4.082, relative change = 2.329e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 183 (approx. per word bound = -4.082, relative change = 2.340e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 184 (approx. per word bound = -4.082, relative change = 2.723e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 185 (approx. per word bound = -4.082, relative change = 3.617e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, al-qaeda, ministri, bomb, car
## Topic 4: qaeda, suspect, four, intel, fail
## Topic 5: --, yemen, drone, kill, strike
## Topic 6: --, kill, soldier, troop, five
## Topic 7: yemen, kill, milit, offici, battl
## Topic 8: --, militari, suicid, al, -yemen
## Topic 9: attack, yemen, al-qaida, say, polic
## Topic 10: clash, dead, two, six, ambush
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 186 (approx. per word bound = -4.081, relative change = 4.229e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 187 (approx. per word bound = -4.081, relative change = 3.733e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 188 (approx. per word bound = -4.081, relative change = 2.762e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 189 (approx. per word bound = -4.081, relative change = 2.005e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 190 (approx. per word bound = -4.081, relative change = 1.542e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, al-qaeda, ministri, bomb, car
## Topic 4: qaeda, suspect, four, intel, fail
## Topic 5: --, yemen, drone, kill, strike
## Topic 6: --, kill, soldier, troop, five
## Topic 7: yemen, kill, milit, offici, battl
## Topic 8: --, militari, suicid, al, -yemen
## Topic 9: attack, yemen, al-qaida, say, polic
## Topic 10: clash, dead, two, six, ambush
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 191 (approx. per word bound = -4.081, relative change = 1.215e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 192 (approx. per word bound = -4.081, relative change = 1.150e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 193 (approx. per word bound = -4.081, relative change = 1.182e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 194 (approx. per word bound = -4.081, relative change = 1.321e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 195 (approx. per word bound = -4.081, relative change = 1.514e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, al-qaeda, ministri, car, --
## Topic 4: qaeda, suspect, four, intel, fail
## Topic 5: --, yemen, drone, kill, strike
## Topic 6: --, kill, soldier, troop, five
## Topic 7: yemen, kill, milit, offici, battl
## Topic 8: --, militari, suicid, bomb, al
## Topic 9: attack, yemen, al-qaida, say, polic
## Topic 10: clash, dead, two, six, ambush
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 196 (approx. per word bound = -4.081, relative change = 1.687e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 197 (approx. per word bound = -4.081, relative change = 1.582e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 198 (approx. per word bound = -4.081, relative change = 1.380e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 199 (approx. per word bound = -4.081, relative change = 1.430e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 200 (approx. per word bound = -4.080, relative change = 1.699e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: yemeni, middl, gunmen, --, offic
## Topic 3: armi, al-qaeda, ministri, car, --
## Topic 4: qaeda, suspect, four, intel, fail
## Topic 5: --, yemen, drone, kill, strike
## Topic 6: --, kill, soldier, troop, five
## Topic 7: yemen, kill, milit, offici, battl
## Topic 8: --, bomb, militari, suicid, al
## Topic 9: attack, yemen, al-qaida, say, polic
## Topic 10: clash, dead, two, six, ambush
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 201 (approx. per word bound = -4.080, relative change = 2.025e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 202 (approx. per word bound = -4.080, relative change = 1.864e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 203 (approx. per word bound = -4.080, relative change = 1.345e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ...........
## Recovering initialization...
## ......
## Initialization complete.
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -5.042)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.613, relative change = 8.511e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.474, relative change = 3.000e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.399, relative change = 1.683e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.353, relative change = 1.045e-02)
## Topic 1: attack, offici, --, al-qaida, us
## Topic 2: --, attack, blast, saleh, blame
## Topic 3: --, yemeni, milit, gulf, threat
## Topic 4: kill, --, troop, forc, fighter
## Topic 5: three, five, bomb, leader, abyan
## Topic 6: clash, armi, strike, two, drone
## Topic 7: yemen, suspect, soldier, gunmen, offic
## Topic 8: --, suicid, raid, us, bomber
## Topic 9: --, intellig, middl, assault, element
## Topic 10: qaeda, milit, air, militari, al-qaeda
## Topic 11: yemen, secur, aden, al-qa'idah, critic
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.324, relative change = 6.733e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.302, relative change = 5.023e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.285, relative change = 3.990e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.271, relative change = 3.197e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.259, relative change = 2.805e-03)
## Topic 1: attack, offici, --, al-qaida, us
## Topic 2: --, al, saleh, say, blast
## Topic 3: --, yemeni, milit, threat, gulf
## Topic 4: kill, --, troop, forc, fight
## Topic 5: three, bomb, five, leader, abyan
## Topic 6: armi, clash, drone, strike, two
## Topic 7: yemen, suspect, soldier, gunmen, offic
## Topic 8: --, suicid, raid, -yemen, bomber
## Topic 9: --, middl, intellig, assault, senior
## Topic 10: qaeda, milit, --, militari, air
## Topic 11: secur, yemen, aden, al-qa'idah, critic
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.249, relative change = 2.340e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.240, relative change = 2.204e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.232, relative change = 1.816e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.226, relative change = 1.482e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.220, relative change = 1.434e-03)
## Topic 1: attack, offici, --, al-qaida, us
## Topic 2: al, --, saleh, say, gun
## Topic 3: --, yemeni, threat, milit, gulf
## Topic 4: kill, --, troop, forc, fight
## Topic 5: bomb, three, five, leader, abyan
## Topic 6: armi, clash, drone, strike, two
## Topic 7: yemen, soldier, suspect, gunmen, offic
## Topic 8: --, suicid, raid, -yemen, bomber
## Topic 9: --, middl, intellig, assault, senior
## Topic 10: qaeda, milit, --, militari, air
## Topic 11: secur, aden, --, al-qa'idah, critic
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.214, relative change = 1.410e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.208, relative change = 1.450e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.202, relative change = 1.488e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.195, relative change = 1.584e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.188, relative change = 1.682e-03)
## Topic 1: attack, offici, --, al-qaida, us
## Topic 2: al, --, saleh, say, gun
## Topic 3: --, yemeni, ambush, threat, milit
## Topic 4: kill, --, troop, forc, fighter
## Topic 5: bomb, three, five, leader, abyan
## Topic 6: armi, clash, drone, strike, two
## Topic 7: yemen, soldier, suspect, gunmen, offic
## Topic 8: --, suicid, raid, -yemen, bomber
## Topic 9: --, middl, intellig, assault, senior
## Topic 10: qaeda, milit, --, militari, air
## Topic 11: secur, --, aden, gulf, al-qa'idah
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.179, relative change = 1.999e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.171, relative change = 1.915e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.166, relative change = 1.351e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.162, relative change = 1.037e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.158, relative change = 8.682e-04)
## Topic 1: attack, offici, --, al-qaida, us
## Topic 2: al, --, say, town, saleh
## Topic 3: --, yemeni, ambush, forc, milit
## Topic 4: kill, --, troop, fighter, forc
## Topic 5: bomb, three, five, leader, abyan
## Topic 6: armi, clash, drone, strike, two
## Topic 7: yemen, soldier, suspect, gunmen, offic
## Topic 8: --, suicid, raid, -yemen, bomber
## Topic 9: --, middl, intellig, assault, senior
## Topic 10: qaeda, --, milit, militari, four
## Topic 11: secur, --, aden, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.154, relative change = 8.452e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.151, relative change = 7.498e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.148, relative change = 7.117e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.146, relative change = 6.243e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.143, relative change = 6.083e-04)
## Topic 1: attack, offici, --, al-qaida, us
## Topic 2: al, say, --, town, saleh
## Topic 3: yemeni, --, forc, ambush, seven
## Topic 4: kill, --, troop, fighter, local
## Topic 5: bomb, three, five, leader, abyan
## Topic 6: armi, clash, drone, strike, two
## Topic 7: yemen, soldier, suspect, gunmen, offic
## Topic 8: --, suicid, raid, -yemen, bomber
## Topic 9: middl, --, intellig, assault, senior
## Topic 10: qaeda, --, milit, militari, four
## Topic 11: secur, --, aden, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.140, relative change = 6.722e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.137, relative change = 9.033e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.131, relative change = 1.263e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.126, relative change = 1.373e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.122, relative change = 9.453e-04)
## Topic 1: attack, offici, --, al-qaida, us
## Topic 2: al, say, --, town, chief
## Topic 3: yemeni, --, forc, ambush, seven
## Topic 4: kill, --, troop, fighter, local
## Topic 5: bomb, three, five, leader, minist
## Topic 6: armi, clash, drone, strike, two
## Topic 7: yemen, soldier, suspect, gunmen, offic
## Topic 8: --, suicid, raid, -yemen, bomber
## Topic 9: middl, --, al-qa'idah, intellig, assault
## Topic 10: qaeda, --, milit, four, al-qaeda
## Topic 11: secur, --, aden, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 36 (approx. per word bound = -4.119, relative change = 6.171e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 37 (approx. per word bound = -4.117, relative change = 4.764e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 38 (approx. per word bound = -4.116, relative change = 4.228e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 39 (approx. per word bound = -4.114, relative change = 4.023e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.112, relative change = 3.889e-04)
## Topic 1: attack, offici, --, al-qaida, us
## Topic 2: say, al, --, town, al-qaida
## Topic 3: yemeni, --, forc, ambush, seven
## Topic 4: kill, --, troop, fighter, local
## Topic 5: bomb, three, five, militari, leader
## Topic 6: armi, clash, drone, strike, two
## Topic 7: yemen, soldier, suspect, gunmen, offic
## Topic 8: --, suicid, raid, -yemen, bomber
## Topic 9: middl, al-qa'idah, --, intellig, gunmen
## Topic 10: qaeda, --, milit, four, al-qaeda
## Topic 11: secur, --, aden, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 41 (approx. per word bound = -4.111, relative change = 3.952e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 42 (approx. per word bound = -4.109, relative change = 4.396e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 43 (approx. per word bound = -4.107, relative change = 5.056e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 44 (approx. per word bound = -4.105, relative change = 4.940e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 45 (approx. per word bound = -4.103, relative change = 4.253e-04)
## Topic 1: attack, offici, --, al-qaida, checkpoint
## Topic 2: say, al, --, town, al-qaida
## Topic 3: yemeni, --, forc, ambush, seven
## Topic 4: kill, --, troop, fighter, local
## Topic 5: bomb, three, militari, five, leader
## Topic 6: armi, clash, drone, strike, two
## Topic 7: yemen, soldier, suspect, gunmen, dead
## Topic 8: --, suicid, raid, -yemen, bomber
## Topic 9: middl, al-qa'idah, --, offic, intellig
## Topic 10: qaeda, --, milit, four, al-qaeda
## Topic 11: secur, --, aden, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 46 (approx. per word bound = -4.102, relative change = 3.389e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 47 (approx. per word bound = -4.101, relative change = 2.860e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 48 (approx. per word bound = -4.099, relative change = 2.635e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 49 (approx. per word bound = -4.098, relative change = 2.576e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.097, relative change = 2.515e-04)
## Topic 1: attack, offici, --, al-qaida, secur
## Topic 2: say, al, --, town, al-qaida
## Topic 3: yemeni, --, forc, ambush, seven
## Topic 4: kill, --, troop, fighter, local
## Topic 5: bomb, three, militari, five, leader
## Topic 6: armi, clash, drone, strike, two
## Topic 7: yemen, soldier, suspect, dead, gunmen
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, al-qa'idah, --, intellig
## Topic 10: qaeda, --, milit, four, al-qaeda
## Topic 11: secur, --, aden, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 51 (approx. per word bound = -4.096, relative change = 2.331e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 52 (approx. per word bound = -4.096, relative change = 1.913e-04)
## .....................................................................................................
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## Completing Iteration 53 (approx. per word bound = -4.095, relative change = 1.744e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 54 (approx. per word bound = -4.094, relative change = 1.607e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.094, relative change = 1.378e-04)
## Topic 1: attack, offici, --, al-qaida, secur
## Topic 2: say, al, --, al-qaida, town
## Topic 3: yemeni, --, forc, ambush, seven
## Topic 4: kill, --, troop, fighter, local
## Topic 5: bomb, three, militari, five, leader
## Topic 6: armi, clash, drone, strike, two
## Topic 7: yemen, soldier, suspect, dead, gunmen
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, al-qa'idah, --, gunmen
## Topic 10: qaeda, --, milit, four, al-qaeda
## Topic 11: --, secur, aden, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 56 (approx. per word bound = -4.093, relative change = 1.185e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 57 (approx. per word bound = -4.093, relative change = 1.089e-04)
## .....................................................................................................
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## Completing Iteration 58 (approx. per word bound = -4.092, relative change = 1.121e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 59 (approx. per word bound = -4.092, relative change = 1.230e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -4.091, relative change = 1.242e-04)
## Topic 1: attack, offici, --, secur, al-qaida
## Topic 2: say, al, --, al-qaida, town
## Topic 3: yemeni, --, forc, ambush, seven
## Topic 4: kill, --, troop, fighter, local
## Topic 5: bomb, three, militari, five, leader
## Topic 6: armi, clash, drone, strike, two
## Topic 7: yemen, soldier, suspect, dead, gunmen
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, al-qa'idah, --, gunmen
## Topic 10: qaeda, --, milit, four, al-qaeda
## Topic 11: --, secur, aden, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 61 (approx. per word bound = -4.091, relative change = 1.172e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 62 (approx. per word bound = -4.090, relative change = 1.158e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 63 (approx. per word bound = -4.090, relative change = 1.031e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 64 (approx. per word bound = -4.090, relative change = 9.577e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -4.089, relative change = 9.376e-05)
## Topic 1: attack, offici, --, secur, al-qaida
## Topic 2: say, al, --, al-qaida, town
## Topic 3: yemeni, --, forc, ambush, seven
## Topic 4: kill, --, troop, fighter, local
## Topic 5: bomb, three, militari, five, leader
## Topic 6: armi, clash, drone, strike, two
## Topic 7: yemen, soldier, suspect, dead, gunmen
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, al-qa'idah, --, gunmen
## Topic 10: qaeda, --, milit, al-qaeda, four
## Topic 11: --, secur, aden, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 66 (approx. per word bound = -4.089, relative change = 9.128e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 67 (approx. per word bound = -4.088, relative change = 8.858e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 68 (approx. per word bound = -4.088, relative change = 8.409e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 69 (approx. per word bound = -4.088, relative change = 8.485e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -4.087, relative change = 7.978e-05)
## Topic 1: attack, offici, secur, --, al-qaida
## Topic 2: say, al, --, al-qaida, town
## Topic 3: yemeni, --, forc, ambush, seven
## Topic 4: kill, --, troop, fighter, local
## Topic 5: bomb, three, militari, five, leader
## Topic 6: armi, clash, drone, strike, two
## Topic 7: yemen, soldier, suspect, dead, gunmen
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, al-qa'idah, --, gunmen
## Topic 10: qaeda, --, milit, al-qaeda, four
## Topic 11: --, secur, aden, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -4.087, relative change = 7.016e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 72 (approx. per word bound = -4.087, relative change = 5.965e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 73 (approx. per word bound = -4.087, relative change = 5.701e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 74 (approx. per word bound = -4.086, relative change = 5.655e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -4.086, relative change = 5.727e-05)
## Topic 1: attack, offici, secur, --, al-qaida
## Topic 2: say, al, --, al-qaida, town
## Topic 3: yemeni, --, forc, ambush, seven
## Topic 4: kill, --, troop, fighter, local
## Topic 5: bomb, three, militari, five, leader
## Topic 6: armi, clash, drone, strike, two
## Topic 7: yemen, soldier, suspect, dead, gunmen
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, al-qa'idah, --, gunmen
## Topic 10: qaeda, --, milit, al-qaeda, four
## Topic 11: --, secur, aden, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -4.086, relative change = 5.905e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -4.086, relative change = 6.430e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 78 (approx. per word bound = -4.085, relative change = 7.817e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 79 (approx. per word bound = -4.085, relative change = 8.916e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -4.085, relative change = 9.131e-05)
## Topic 1: attack, offici, secur, --, al-qaida
## Topic 2: say, al, --, al-qaida, town
## Topic 3: yemeni, --, forc, ambush, seven
## Topic 4: kill, --, troop, fighter, local
## Topic 5: bomb, three, militari, five, leader
## Topic 6: armi, clash, drone, strike, two
## Topic 7: yemen, soldier, suspect, dead, gunmen
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, al-qa'idah, --, gunmen
## Topic 10: qaeda, --, milit, al-qaeda, air
## Topic 11: --, secur, aden, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -4.084, relative change = 8.219e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 82 (approx. per word bound = -4.084, relative change = 8.427e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 83 (approx. per word bound = -4.084, relative change = 9.452e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 84 (approx. per word bound = -4.083, relative change = 1.273e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -4.082, relative change = 1.640e-04)
## Topic 1: attack, offici, secur, --, al-qaida
## Topic 2: say, al, --, al-qaida, town
## Topic 3: yemeni, --, forc, ambush, seven
## Topic 4: kill, --, troop, fighter, local
## Topic 5: bomb, three, militari, five, leader
## Topic 6: armi, clash, drone, strike, two
## Topic 7: yemen, soldier, suspect, dead, gunmen
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, al-qa'idah, --, gunmen
## Topic 10: qaeda, --, milit, air, al-qaeda
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 86 (approx. per word bound = -4.082, relative change = 1.710e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 87 (approx. per word bound = -4.081, relative change = 1.702e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 88 (approx. per word bound = -4.080, relative change = 1.314e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 89 (approx. per word bound = -4.080, relative change = 9.005e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 90 (approx. per word bound = -4.080, relative change = 8.251e-05)
## Topic 1: attack, offici, secur, --, al-qaida
## Topic 2: say, al, --, al-qaida, town
## Topic 3: yemeni, --, forc, ambush, seven
## Topic 4: kill, --, troop, fighter, local
## Topic 5: bomb, three, militari, five, leader
## Topic 6: armi, clash, drone, strike, two
## Topic 7: yemen, soldier, suspect, dead, gunmen
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, al-qa'idah, --, gunmen
## Topic 10: qaeda, --, milit, air, al-qaeda
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 91 (approx. per word bound = -4.079, relative change = 7.593e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 92 (approx. per word bound = -4.079, relative change = 7.942e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 93 (approx. per word bound = -4.079, relative change = 8.020e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 94 (approx. per word bound = -4.078, relative change = 8.403e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -4.078, relative change = 6.863e-05)
## Topic 1: attack, offici, secur, --, al-qaida
## Topic 2: say, al, --, al-qaida, milit
## Topic 3: yemeni, --, forc, ambush, seven
## Topic 4: kill, --, troop, fighter, local
## Topic 5: bomb, three, militari, five, leader
## Topic 6: armi, clash, drone, strike, two
## Topic 7: yemen, soldier, suspect, dead, gunmen
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, al-qa'idah, --, gunmen
## Topic 10: qaeda, --, milit, air, al-qaeda
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 96 (approx. per word bound = -4.078, relative change = 5.218e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 97 (approx. per word bound = -4.078, relative change = 4.619e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 98 (approx. per word bound = -4.078, relative change = 4.562e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 99 (approx. per word bound = -4.077, relative change = 4.881e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 100 (approx. per word bound = -4.077, relative change = 5.295e-05)
## Topic 1: attack, offici, secur, --, al-qaida
## Topic 2: say, al, --, al-qaida, milit
## Topic 3: yemeni, --, forc, ambush, seven
## Topic 4: kill, --, troop, fighter, local
## Topic 5: bomb, three, militari, five, leader
## Topic 6: armi, clash, drone, strike, two
## Topic 7: yemen, soldier, suspect, dead, gunmen
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, --, al-qa'idah, gunmen
## Topic 10: qaeda, --, milit, air, al-qaeda
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 101 (approx. per word bound = -4.077, relative change = 4.911e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 102 (approx. per word bound = -4.077, relative change = 4.514e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 103 (approx. per word bound = -4.077, relative change = 4.627e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 104 (approx. per word bound = -4.076, relative change = 5.063e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 105 (approx. per word bound = -4.076, relative change = 5.636e-05)
## Topic 1: attack, offici, secur, --, al-qaida
## Topic 2: say, al, --, al-qaida, milit
## Topic 3: yemeni, --, forc, ambush, seven
## Topic 4: kill, --, troop, fighter, local
## Topic 5: bomb, three, militari, five, leader
## Topic 6: armi, clash, drone, strike, two
## Topic 7: yemen, soldier, suspect, dead, gunmen
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, --, al-qa'idah, gunmen
## Topic 10: qaeda, --, milit, air, al-qaeda
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 106 (approx. per word bound = -4.076, relative change = 6.046e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 107 (approx. per word bound = -4.076, relative change = 6.265e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 108 (approx. per word bound = -4.075, relative change = 6.560e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 109 (approx. per word bound = -4.075, relative change = 7.003e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 110 (approx. per word bound = -4.075, relative change = 7.562e-05)
## Topic 1: attack, offici, secur, --, al-qaida
## Topic 2: say, al, --, al-qaida, milit
## Topic 3: yemeni, --, forc, ambush, two
## Topic 4: kill, --, troop, fighter, local
## Topic 5: bomb, three, militari, five, leader
## Topic 6: armi, clash, drone, strike, two
## Topic 7: yemen, soldier, suspect, dead, gunmen
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, --, al-qa'idah, gunmen
## Topic 10: qaeda, --, milit, air, al-qaeda
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 111 (approx. per word bound = -4.074, relative change = 8.203e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 112 (approx. per word bound = -4.074, relative change = 8.697e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 113 (approx. per word bound = -4.074, relative change = 9.126e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 114 (approx. per word bound = -4.073, relative change = 9.739e-05)
## .....................................................................................................
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## Completing Iteration 115 (approx. per word bound = -4.073, relative change = 9.636e-05)
## Topic 1: attack, offici, --, secur, al-qaida
## Topic 2: say, --, al, al-qaida, milit
## Topic 3: yemeni, --, forc, ambush, two
## Topic 4: kill, --, troop, fighter, local
## Topic 5: bomb, three, militari, five, leader
## Topic 6: armi, clash, drone, strike, us
## Topic 7: yemen, soldier, suspect, dead, gunmen
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, --, al-qa'idah, gunmen
## Topic 10: qaeda, --, milit, air, al-qaeda
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
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## Completing Iteration 116 (approx. per word bound = -4.073, relative change = 8.515e-05)
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## Completing Iteration 117 (approx. per word bound = -4.072, relative change = 7.883e-05)
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## Completing Iteration 118 (approx. per word bound = -4.072, relative change = 6.545e-05)
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## Completing Iteration 119 (approx. per word bound = -4.072, relative change = 5.115e-05)
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## Completing Iteration 120 (approx. per word bound = -4.072, relative change = 4.083e-05)
## Topic 1: attack, offici, --, secur, al-qaida
## Topic 2: say, --, al, al-qaida, milit
## Topic 3: yemeni, --, two, forc, ambush
## Topic 4: kill, --, troop, fighter, local
## Topic 5: bomb, three, militari, five, --
## Topic 6: armi, clash, drone, strike, us
## Topic 7: yemen, soldier, suspect, dead, gunmen
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, --, al-qa'idah, gunmen
## Topic 10: qaeda, --, milit, air, al-qaeda
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
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## Completing Iteration 121 (approx. per word bound = -4.071, relative change = 3.473e-05)
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## Completing Iteration 123 (approx. per word bound = -4.071, relative change = 3.060e-05)
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## Completing Iteration 124 (approx. per word bound = -4.071, relative change = 3.057e-05)
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## Completing Iteration 125 (approx. per word bound = -4.071, relative change = 3.195e-05)
## Topic 1: attack, offici, --, secur, al-qaida
## Topic 2: say, --, al, al-qaida, milit
## Topic 3: yemeni, two, --, forc, ambush
## Topic 4: kill, --, troop, fighter, offens
## Topic 5: bomb, three, militari, five, --
## Topic 6: armi, clash, drone, strike, us
## Topic 7: yemen, soldier, suspect, dead, gunmen
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, --, al-qa'idah, gunmen
## Topic 10: qaeda, --, milit, air, al-qaeda
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
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## Completing Iteration 126 (approx. per word bound = -4.071, relative change = 3.328e-05)
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## Completing Iteration 128 (approx. per word bound = -4.071, relative change = 3.862e-05)
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## Completing Iteration 129 (approx. per word bound = -4.070, relative change = 4.227e-05)
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## Completing Iteration 130 (approx. per word bound = -4.070, relative change = 4.447e-05)
## Topic 1: attack, offici, --, secur, al-qaida
## Topic 2: say, --, al, al-qaida, milit
## Topic 3: yemeni, two, --, forc, ambush
## Topic 4: kill, --, troop, fighter, offens
## Topic 5: bomb, three, militari, five, --
## Topic 6: armi, clash, drone, strike, us
## Topic 7: yemen, soldier, suspect, dead, gunmen
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, --, al-qa'idah, gunmen
## Topic 10: qaeda, --, milit, air, al-qaeda
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
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## Completing Iteration 131 (approx. per word bound = -4.070, relative change = 4.464e-05)
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## Completing Iteration 133 (approx. per word bound = -4.070, relative change = 3.980e-05)
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## Completing Iteration 134 (approx. per word bound = -4.069, relative change = 3.671e-05)
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## Completing Iteration 135 (approx. per word bound = -4.069, relative change = 3.551e-05)
## Topic 1: attack, offici, --, secur, al-qaida
## Topic 2: say, --, al, al-qaida, milit
## Topic 3: yemeni, two, --, forc, ambush
## Topic 4: kill, --, troop, fighter, offens
## Topic 5: bomb, three, militari, five, --
## Topic 6: armi, clash, drone, strike, us
## Topic 7: yemen, suspect, soldier, dead, gunmen
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, --, al-qa'idah, gunmen
## Topic 10: qaeda, --, milit, air, al-qaeda
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
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## Completing Iteration 136 (approx. per word bound = -4.069, relative change = 3.518e-05)
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## Completing Iteration 137 (approx. per word bound = -4.069, relative change = 3.474e-05)
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## Completing Iteration 138 (approx. per word bound = -4.069, relative change = 3.499e-05)
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## Completing Iteration 139 (approx. per word bound = -4.069, relative change = 3.501e-05)
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## Completing Iteration 140 (approx. per word bound = -4.069, relative change = 3.518e-05)
## Topic 1: attack, offici, --, secur, al-qaida
## Topic 2: say, --, al, al-qaida, milit
## Topic 3: yemeni, two, --, forc, ambush
## Topic 4: kill, --, troop, fighter, offens
## Topic 5: bomb, three, militari, five, --
## Topic 6: armi, clash, drone, strike, us
## Topic 7: yemen, suspect, soldier, dead, gunmen
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, --, al-qa'idah, gunmen
## Topic 10: qaeda, --, milit, air, four
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
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## Completing Iteration 141 (approx. per word bound = -4.068, relative change = 3.837e-05)
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## Completing Iteration 142 (approx. per word bound = -4.068, relative change = 4.975e-05)
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## Completing Iteration 143 (approx. per word bound = -4.068, relative change = 8.769e-05)
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## Completing Iteration 144 (approx. per word bound = -4.068, relative change = 6.053e-05)
## .....................................................................................................
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## Completing Iteration 145 (approx. per word bound = -4.068, relative change = 3.552e-05)
## Topic 1: attack, offici, --, secur, al-qaida
## Topic 2: say, --, al, al-qaida, milit
## Topic 3: yemeni, two, --, forc, ambush
## Topic 4: kill, --, troop, fighter, offens
## Topic 5: bomb, three, militari, five, --
## Topic 6: armi, clash, drone, strike, us
## Topic 7: yemen, suspect, soldier, dead, polic
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, --, al-qa'idah, gunmen
## Topic 10: qaeda, --, milit, air, four
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
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## Completing Iteration 146 (approx. per word bound = -4.067, relative change = 3.369e-05)
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## Completing Iteration 147 (approx. per word bound = -4.067, relative change = 3.760e-05)
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## Completing Iteration 148 (approx. per word bound = -4.067, relative change = 4.174e-05)
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## Completing Iteration 149 (approx. per word bound = -4.067, relative change = 4.513e-05)
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## Completing Iteration 150 (approx. per word bound = -4.067, relative change = 4.728e-05)
## Topic 1: attack, offici, --, secur, al-qaida
## Topic 2: say, --, al, al-qaida, milit
## Topic 3: yemeni, two, --, forc, ambush
## Topic 4: kill, --, troop, fighter, offens
## Topic 5: bomb, three, militari, five, --
## Topic 6: armi, clash, drone, strike, --
## Topic 7: yemen, suspect, soldier, dead, --
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, --, al-qa'idah, gunmen
## Topic 10: qaeda, --, milit, air, four
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
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## Completing Iteration 151 (approx. per word bound = -4.066, relative change = 4.894e-05)
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## Completing Iteration 152 (approx. per word bound = -4.066, relative change = 5.186e-05)
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## Completing Iteration 153 (approx. per word bound = -4.066, relative change = 5.575e-05)
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## Completing Iteration 154 (approx. per word bound = -4.066, relative change = 5.715e-05)
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## Completing Iteration 155 (approx. per word bound = -4.066, relative change = 5.326e-05)
## Topic 1: attack, offici, --, secur, al-qaida
## Topic 2: say, --, al, al-qaida, milit
## Topic 3: yemeni, two, --, forc, ambush
## Topic 4: kill, --, troop, fighter, offens
## Topic 5: bomb, three, militari, five, --
## Topic 6: armi, clash, drone, strike, --
## Topic 7: yemen, suspect, soldier, dead, --
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, --, yemeni, al-qa'idah
## Topic 10: qaeda, --, milit, air, four
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
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## Completing Iteration 156 (approx. per word bound = -4.065, relative change = 4.650e-05)
## .....................................................................................................
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## Completing Iteration 157 (approx. per word bound = -4.065, relative change = 4.205e-05)
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## Completing Iteration 158 (approx. per word bound = -4.065, relative change = 4.006e-05)
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## Completing Iteration 159 (approx. per word bound = -4.065, relative change = 4.025e-05)
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## Completing Iteration 160 (approx. per word bound = -4.065, relative change = 4.293e-05)
## Topic 1: attack, offici, --, secur, al-qaida
## Topic 2: say, --, al, al-qaida, town
## Topic 3: yemeni, two, --, forc, ambush
## Topic 4: kill, --, troop, fighter, offens
## Topic 5: bomb, three, militari, five, --
## Topic 6: armi, clash, drone, strike, yemen
## Topic 7: yemen, suspect, soldier, dead, --
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, --, yemeni, al-qa'idah
## Topic 10: qaeda, --, milit, air, four
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
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## Completing Iteration 161 (approx. per word bound = -4.065, relative change = 3.899e-05)
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## Completing Iteration 162 (approx. per word bound = -4.064, relative change = 3.431e-05)
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## Completing Iteration 163 (approx. per word bound = -4.064, relative change = 2.984e-05)
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## Completing Iteration 164 (approx. per word bound = -4.064, relative change = 2.706e-05)
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## Completing Iteration 165 (approx. per word bound = -4.064, relative change = 2.535e-05)
## Topic 1: attack, offici, --, secur, al-qaida
## Topic 2: say, --, al, al-qaida, town
## Topic 3: yemeni, two, --, forc, ambush
## Topic 4: kill, --, troop, fighter, offens
## Topic 5: bomb, three, militari, five, --
## Topic 6: armi, clash, drone, strike, yemen
## Topic 7: yemen, suspect, soldier, dead, --
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, --, yemeni, al-qa'idah
## Topic 10: qaeda, --, milit, air, four
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
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## Completing Iteration 166 (approx. per word bound = -4.064, relative change = 2.399e-05)
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## Completing Iteration 167 (approx. per word bound = -4.064, relative change = 2.210e-05)
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## Completing Iteration 168 (approx. per word bound = -4.064, relative change = 2.046e-05)
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## Completing Iteration 169 (approx. per word bound = -4.064, relative change = 1.899e-05)
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## Completing Iteration 170 (approx. per word bound = -4.064, relative change = 1.852e-05)
## Topic 1: attack, offici, --, secur, al-qaida
## Topic 2: say, --, al, al-qaida, town
## Topic 3: yemeni, two, --, forc, ambush
## Topic 4: kill, --, troop, fighter, least
## Topic 5: bomb, three, militari, five, --
## Topic 6: armi, clash, drone, strike, yemen
## Topic 7: yemen, suspect, soldier, dead, --
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, yemeni, --, al-qa'idah
## Topic 10: qaeda, --, milit, air, four
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 171 (approx. per word bound = -4.064, relative change = 1.959e-05)
## .....................................................................................................
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## Completing Iteration 172 (approx. per word bound = -4.064, relative change = 2.169e-05)
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## Completing Iteration 173 (approx. per word bound = -4.063, relative change = 2.469e-05)
## .....................................................................................................
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## Completing Iteration 174 (approx. per word bound = -4.063, relative change = 2.479e-05)
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## Completing Iteration 175 (approx. per word bound = -4.063, relative change = 2.051e-05)
## Topic 1: attack, offici, --, secur, al-qaida
## Topic 2: say, --, al, al-qaida, town
## Topic 3: yemeni, two, --, forc, ambush
## Topic 4: kill, --, troop, fighter, least
## Topic 5: bomb, three, militari, five, --
## Topic 6: armi, clash, drone, strike, yemen
## Topic 7: yemen, suspect, soldier, --, dead
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, offic, yemeni, --, al-qa'idah
## Topic 10: qaeda, --, milit, air, four
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 176 (approx. per word bound = -4.063, relative change = 1.685e-05)
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## Completing Iteration 177 (approx. per word bound = -4.063, relative change = 1.512e-05)
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## Completing Iteration 178 (approx. per word bound = -4.063, relative change = 1.468e-05)
## .....................................................................................................
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## Completing Iteration 179 (approx. per word bound = -4.063, relative change = 1.501e-05)
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## Completing Iteration 180 (approx. per word bound = -4.063, relative change = 1.553e-05)
## Topic 1: attack, offici, --, secur, al-qaida
## Topic 2: say, --, al, al-qaida, town
## Topic 3: yemeni, two, --, forc, ambush
## Topic 4: kill, --, troop, fighter, least
## Topic 5: bomb, three, militari, five, --
## Topic 6: armi, clash, drone, strike, yemen
## Topic 7: yemen, suspect, soldier, --, dead
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, yemeni, offic, --, al-qa'idah
## Topic 10: qaeda, --, milit, air, four
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
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## Completing Iteration 181 (approx. per word bound = -4.063, relative change = 1.637e-05)
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## Completing Iteration 182 (approx. per word bound = -4.063, relative change = 1.753e-05)
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## Completing Iteration 183 (approx. per word bound = -4.063, relative change = 1.950e-05)
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## Completing Iteration 184 (approx. per word bound = -4.063, relative change = 2.126e-05)
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## Completing Iteration 185 (approx. per word bound = -4.063, relative change = 2.308e-05)
## Topic 1: attack, offici, --, secur, al-qaida
## Topic 2: say, --, al, al-qaida, town
## Topic 3: yemeni, two, --, forc, ambush
## Topic 4: kill, --, troop, fighter, least
## Topic 5: bomb, three, militari, five, --
## Topic 6: armi, clash, drone, strike, yemen
## Topic 7: yemen, suspect, soldier, --, dead
## Topic 8: --, suicid, raid, -yemen, fight
## Topic 9: middl, yemeni, offic, --, al-qa'idah
## Topic 10: qaeda, --, milit, air, four
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
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## Completing Iteration 186 (approx. per word bound = -4.062, relative change = 2.481e-05)
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## Completing Iteration 187 (approx. per word bound = -4.062, relative change = 2.650e-05)
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## Completing Iteration 188 (approx. per word bound = -4.062, relative change = 2.724e-05)
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## Completing Iteration 189 (approx. per word bound = -4.062, relative change = 2.782e-05)
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## Completing Iteration 190 (approx. per word bound = -4.062, relative change = 2.916e-05)
## Topic 1: attack, offici, --, secur, al-qaida
## Topic 2: say, --, al, al-qaida, town
## Topic 3: yemeni, two, --, forc, ambush
## Topic 4: kill, --, troop, fighter, least
## Topic 5: bomb, three, militari, five, --
## Topic 6: clash, armi, drone, strike, yemen
## Topic 7: yemen, soldier, suspect, --, dead
## Topic 8: --, suicid, raid, -yemen, bomber
## Topic 9: middl, yemeni, offic, --, al-qa'idah
## Topic 10: qaeda, --, milit, air, four
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
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## Completing Iteration 191 (approx. per word bound = -4.062, relative change = 3.024e-05)
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## Completing Iteration 192 (approx. per word bound = -4.062, relative change = 3.182e-05)
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## Completing Iteration 193 (approx. per word bound = -4.062, relative change = 3.347e-05)
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## Completing Iteration 194 (approx. per word bound = -4.061, relative change = 3.353e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 195 (approx. per word bound = -4.061, relative change = 3.230e-05)
## Topic 1: attack, offici, --, secur, al-qaida
## Topic 2: say, --, al, al-qaida, town
## Topic 3: yemeni, two, --, forc, ambush
## Topic 4: kill, --, troop, fighter, least
## Topic 5: bomb, three, militari, five, --
## Topic 6: clash, armi, drone, yemen, strike
## Topic 7: yemen, soldier, suspect, --, dead
## Topic 8: --, suicid, raid, -yemen, bomber
## Topic 9: middl, yemeni, offic, --, al-qa'idah
## Topic 10: qaeda, --, milit, air, four
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 196 (approx. per word bound = -4.061, relative change = 3.093e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 197 (approx. per word bound = -4.061, relative change = 3.314e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 198 (approx. per word bound = -4.061, relative change = 3.927e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 199 (approx. per word bound = -4.061, relative change = 3.064e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 200 (approx. per word bound = -4.061, relative change = 1.632e-05)
## Topic 1: attack, offici, --, secur, al-qaida
## Topic 2: say, --, al, al-qaida, town
## Topic 3: yemeni, two, --, forc, ambush
## Topic 4: kill, --, troop, fighter, least
## Topic 5: bomb, three, militari, five, --
## Topic 6: clash, armi, drone, yemen, strike
## Topic 7: yemen, soldier, suspect, --, dead
## Topic 8: --, suicid, raid, -yemen, bomber
## Topic 9: middl, yemeni, offic, --, al-qa'idah
## Topic 10: qaeda, --, milit, air, four
## Topic 11: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 201 (approx. per word bound = -4.061, relative change = 1.072e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ............
## Recovering initialization...
## ......
## Initialization complete.
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.801)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.626, relative change = 3.650e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.507, relative change = 2.556e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.420, relative change = 1.937e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.361, relative change = 1.331e-02)
## Topic 1: --, kill, soldier, violenc, unidentifi
## Topic 2: --, kill, blast, blame, shell
## Topic 3: milit, secur, gulf, threat, strike
## Topic 4: soldier, --, aden, critic, troop
## Topic 5: say, kill, middl, raid, -yemen
## Topic 6: gunmen, --, five, ministri, al
## Topic 7: yemen, qaeda, suspect, offici, kill
## Topic 8: --, armi, bomb, kill, tribal
## Topic 9: yemeni, --, al-qa'idah, middl, assassin
## Topic 10: attack, yemen, three, militari, polic
## Topic 11: yemen, drone, offic, us, intellig
## Topic 12: kill, clash, six, milit, middl
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.321, relative change = 9.354e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.292, relative change = 6.561e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.272, relative change = 4.781e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.256, relative change = 3.581e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.243, relative change = 3.043e-03)
## Topic 1: --, kill, soldier, four, strike
## Topic 2: --, blast, blame, shell, terrorist
## Topic 3: secur, milit, gulf, threat, --
## Topic 4: --, soldier, aden, critic, two
## Topic 5: say, raid, milit, -yemen, tribe
## Topic 6: gunmen, --, al, five, ministri
## Topic 7: yemen, qaeda, suspect, offici, kill
## Topic 8: --, armi, bomb, kill, tribal
## Topic 9: yemeni, middl, --, al-qa'idah, forc
## Topic 10: attack, yemen, three, militari, polic
## Topic 11: drone, yemen, offic, us, intellig
## Topic 12: kill, clash, milit, six, medic
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.232, relative change = 2.735e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.222, relative change = 2.391e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.212, relative change = 2.255e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.204, relative change = 1.922e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.198, relative change = 1.562e-03)
## Topic 1: --, kill, soldier, four, strike
## Topic 2: --, citi, blast, blame, shell
## Topic 3: secur, gulf, threat, --, gun
## Topic 4: --, aden, critic, two, troop
## Topic 5: say, raid, -yemen, milit, air
## Topic 6: gunmen, --, al, five, ministri
## Topic 7: yemen, qaeda, suspect, offici, kill
## Topic 8: --, armi, bomb, suicid, kill
## Topic 9: yemeni, middl, --, al-qa'idah, forc
## Topic 10: attack, yemen, three, militari, polic
## Topic 11: drone, offic, yemen, us, intellig
## Topic 12: milit, clash, kill, six, medic
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.192, relative change = 1.305e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.187, relative change = 1.136e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.183, relative change = 1.004e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.179, relative change = 8.659e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.176, relative change = 8.264e-04)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: --, citi, chief, blast, blame
## Topic 3: secur, gulf, threat, --, gun
## Topic 4: --, aden, critic, two, troop
## Topic 5: say, air, raid, -yemen, tribe
## Topic 6: gunmen, --, al, five, ministri
## Topic 7: yemen, qaeda, suspect, offici, kill
## Topic 8: --, armi, bomb, suicid, tribal
## Topic 9: yemeni, middl, --, al-qa'idah, forc
## Topic 10: attack, yemen, three, militari, polic
## Topic 11: drone, offic, yemen, us, intellig
## Topic 12: milit, clash, kill, six, medic
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.172, relative change = 9.334e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.168, relative change = 9.930e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.164, relative change = 9.683e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.160, relative change = 9.143e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.156, relative change = 8.949e-04)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: --, citi, chief, blast, blame
## Topic 3: secur, gulf, threat, --, aden
## Topic 4: --, critic, two, troop, aden
## Topic 5: say, air, raid, -yemen, tribe
## Topic 6: gunmen, --, al, five, ministri
## Topic 7: yemen, qaeda, suspect, kill, offici
## Topic 8: --, armi, bomb, suicid, car
## Topic 9: yemeni, middl, --, al-qa'idah, forc
## Topic 10: attack, yemen, three, militari, polic
## Topic 11: drone, offic, yemen, us, intellig
## Topic 12: milit, clash, kill, six, medic
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.152, relative change = 1.033e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.147, relative change = 1.274e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.142, relative change = 1.247e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.136, relative change = 1.477e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.129, relative change = 1.555e-03)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: --, citi, chief, blast, blame
## Topic 3: secur, aden, gulf, threat, --
## Topic 4: --, two, troop, al-qaida, civilian
## Topic 5: say, air, raid, -yemen, tribe
## Topic 6: gunmen, --, al, five, ministri
## Topic 7: yemen, qaeda, suspect, kill, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, --, forc
## Topic 10: attack, yemen, three, militari, polic
## Topic 11: drone, offic, us, yemen, intellig
## Topic 12: milit, clash, kill, six, al-qaida
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.124, relative change = 1.161e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.121, relative change = 7.817e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.119, relative change = 5.653e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.117, relative change = 4.748e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.115, relative change = 4.472e-04)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: --, citi, chief, blast, blame
## Topic 3: secur, aden, --, gulf, threat
## Topic 4: --, two, troop, al-qaida, civilian
## Topic 5: say, air, raid, -yemen, tribe
## Topic 6: gunmen, --, al, five, ministri
## Topic 7: yemen, qaeda, suspect, kill, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, --, forc
## Topic 10: attack, yemen, three, militari, polic
## Topic 11: drone, offic, strike, us, yemen
## Topic 12: milit, clash, kill, six, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.113, relative change = 4.131e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.112, relative change = 3.461e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.111, relative change = 3.212e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.109, relative change = 3.200e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.108, relative change = 3.539e-04)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: --, citi, chief, blast, blame
## Topic 3: secur, --, aden, gulf, threat
## Topic 4: --, two, troop, al-qaida, civilian
## Topic 5: air, say, raid, -yemen, tribe
## Topic 6: gunmen, --, five, al, ministri
## Topic 7: yemen, qaeda, suspect, kill, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, --, forc
## Topic 10: attack, yemen, three, militari, polic
## Topic 11: drone, offic, strike, us, yemen
## Topic 12: milit, clash, kill, six, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.106, relative change = 3.484e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.105, relative change = 3.147e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.104, relative change = 2.850e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -4.103, relative change = 2.635e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.102, relative change = 2.441e-04)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: --, citi, chief, say, town
## Topic 3: secur, --, aden, gulf, threat
## Topic 4: --, two, troop, al-qaida, civilian
## Topic 5: air, raid, say, -yemen, fighter
## Topic 6: gunmen, --, five, ministri, al
## Topic 7: yemen, qaeda, suspect, kill, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, --, forc
## Topic 10: attack, yemen, three, militari, polic
## Topic 11: drone, offic, strike, us, yemen
## Topic 12: milit, clash, kill, six, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.101, relative change = 1.856e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.100, relative change = 2.164e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -4.099, relative change = 2.274e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -4.098, relative change = 2.429e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.097, relative change = 2.556e-04)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, town, --, citi, al-qaida
## Topic 3: secur, --, aden, gulf, threat
## Topic 4: --, two, troop, al-qaida, civilian
## Topic 5: air, raid, -yemen, say, fighter
## Topic 6: gunmen, --, five, ministri, al
## Topic 7: yemen, qaeda, suspect, kill, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, --, forc
## Topic 10: attack, yemen, three, militari, polic
## Topic 11: drone, offic, strike, us, yemen
## Topic 12: milit, clash, kill, six, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -4.096, relative change = 2.685e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -4.095, relative change = 2.796e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -4.094, relative change = 2.880e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -4.092, relative change = 3.115e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.091, relative change = 3.385e-04)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al-qaida, town, --, citi
## Topic 3: secur, --, aden, gulf, threat
## Topic 4: --, two, troop, al-qaida, civilian
## Topic 5: air, raid, -yemen, fighter, say
## Topic 6: gunmen, --, five, ministri, al
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, forc, --
## Topic 10: attack, yemen, three, militari, polic
## Topic 11: drone, offic, strike, us, yemen
## Topic 12: milit, clash, kill, six, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -4.090, relative change = 3.391e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -4.089, relative change = 2.885e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -4.088, relative change = 2.423e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -4.087, relative change = 2.203e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -4.086, relative change = 2.168e-04)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al-qaida, town, --, citi
## Topic 3: secur, --, aden, gulf, threat
## Topic 4: --, two, troop, al-qaida, civilian
## Topic 5: air, raid, -yemen, fighter, say
## Topic 6: gunmen, --, five, ministri, al
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, forc, --
## Topic 10: attack, yemen, three, militari, polic
## Topic 11: drone, offic, strike, us, yemen
## Topic 12: milit, clash, kill, six, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -4.085, relative change = 2.314e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -4.084, relative change = 1.660e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -4.083, relative change = 1.552e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -4.083, relative change = 1.606e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -4.082, relative change = 1.461e-04)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al-qaida, fight, town, --
## Topic 3: --, secur, aden, gulf, threat
## Topic 4: --, two, troop, al-qaida, civilian
## Topic 5: air, raid, -yemen, fighter, say
## Topic 6: gunmen, --, five, ministri, al
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, secur, forc
## Topic 10: attack, yemen, three, militari, polic
## Topic 11: drone, offic, strike, yemen, us
## Topic 12: milit, clash, kill, six, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -4.082, relative change = 1.108e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -4.081, relative change = 1.387e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -4.081, relative change = 1.308e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -4.080, relative change = 8.365e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -4.080, relative change = 7.853e-05)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, fight, al-qaida, --, town
## Topic 3: --, secur, aden, gulf, threat
## Topic 4: --, two, troop, al-qaida, civilian
## Topic 5: air, raid, -yemen, fighter, say
## Topic 6: gunmen, --, five, ministri, al
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, secur, forc
## Topic 10: attack, yemen, three, militari, polic
## Topic 11: drone, offic, strike, yemen, us
## Topic 12: milit, clash, kill, six, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 71 (approx. per word bound = -4.080, relative change = 8.501e-05)
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## Completing Iteration 72 (approx. per word bound = -4.079, relative change = 9.266e-05)
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## Completing Iteration 73 (approx. per word bound = -4.079, relative change = 8.926e-05)
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## Completing Iteration 74 (approx. per word bound = -4.079, relative change = 8.681e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 75 (approx. per word bound = -4.078, relative change = 8.974e-05)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al-qaida, fight, --, town
## Topic 3: --, aden, secur, gulf, threat
## Topic 4: --, two, troop, al-qaida, civilian
## Topic 5: air, raid, -yemen, fighter, say
## Topic 6: gunmen, --, five, ministri, al
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, secur, forc
## Topic 10: attack, yemen, three, militari, polic
## Topic 11: drone, offic, strike, yemen, us
## Topic 12: milit, clash, kill, six, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 76 (approx. per word bound = -4.078, relative change = 9.027e-05)
## .....................................................................................................
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## Completing Iteration 77 (approx. per word bound = -4.077, relative change = 8.679e-05)
## .....................................................................................................
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## Completing Iteration 78 (approx. per word bound = -4.077, relative change = 8.473e-05)
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## Completing Iteration 79 (approx. per word bound = -4.077, relative change = 8.512e-05)
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## Completing Iteration 80 (approx. per word bound = -4.076, relative change = 8.605e-05)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al-qaida, fight, --, town
## Topic 3: --, aden, secur, gulf, threat
## Topic 4: --, two, troop, al-qaida, civilian
## Topic 5: air, raid, -yemen, fighter, say
## Topic 6: gunmen, --, five, ministri, al
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, secur, forc
## Topic 10: attack, yemen, three, militari, polic
## Topic 11: drone, offic, strike, yemen, us
## Topic 12: milit, clash, kill, six, zinjibar
## .....................................................................................................
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## Completing Iteration 81 (approx. per word bound = -4.076, relative change = 8.716e-05)
## .....................................................................................................
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## Completing Iteration 82 (approx. per word bound = -4.076, relative change = 8.976e-05)
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## Completing Iteration 83 (approx. per word bound = -4.075, relative change = 9.047e-05)
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## Completing Iteration 84 (approx. per word bound = -4.075, relative change = 8.915e-05)
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## Completing Iteration 85 (approx. per word bound = -4.075, relative change = 9.318e-05)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al-qaida, fight, --, town
## Topic 3: --, aden, secur, gulf, threat
## Topic 4: --, two, troop, al-qaida, general
## Topic 5: air, raid, -yemen, fighter, tribe
## Topic 6: gunmen, --, five, ministri, al
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, secur, forc
## Topic 10: attack, yemen, three, militari, polic
## Topic 11: drone, offic, strike, yemen, us
## Topic 12: milit, clash, kill, six, zinjibar
## .....................................................................................................
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## Completing Iteration 86 (approx. per word bound = -4.074, relative change = 9.903e-05)
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## Completing Iteration 87 (approx. per word bound = -4.074, relative change = 9.925e-05)
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## Completing Iteration 88 (approx. per word bound = -4.073, relative change = 1.051e-04)
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## Completing Iteration 89 (approx. per word bound = -4.073, relative change = 1.025e-04)
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## Completing Iteration 90 (approx. per word bound = -4.073, relative change = 9.333e-05)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al-qaida, fight, --, town
## Topic 3: --, aden, secur, gulf, threat
## Topic 4: --, two, troop, al-qaida, general
## Topic 5: air, raid, -yemen, --, fighter
## Topic 6: gunmen, --, five, ministri, al
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, secur, forc
## Topic 10: attack, yemen, three, militari, polic
## Topic 11: drone, offic, strike, yemen, us
## Topic 12: milit, clash, kill, six, zinjibar
## .....................................................................................................
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## Completing Iteration 91 (approx. per word bound = -4.072, relative change = 8.165e-05)
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## Completing Iteration 92 (approx. per word bound = -4.072, relative change = 7.091e-05)
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## Completing Iteration 93 (approx. per word bound = -4.072, relative change = 6.270e-05)
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## Completing Iteration 94 (approx. per word bound = -4.071, relative change = 5.815e-05)
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## Completing Iteration 95 (approx. per word bound = -4.071, relative change = 5.690e-05)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al-qaida, fight, --, town
## Topic 3: --, aden, secur, gulf, threat
## Topic 4: --, two, troop, al-qaida, general
## Topic 5: air, raid, --, -yemen, fighter
## Topic 6: gunmen, --, five, ministri, al
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, secur, forc
## Topic 10: attack, yemen, three, militari, polic
## Topic 11: drone, offic, strike, yemen, us
## Topic 12: milit, clash, kill, six, zinjibar
## .....................................................................................................
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## Completing Iteration 96 (approx. per word bound = -4.071, relative change = 5.892e-05)
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## Completing Iteration 97 (approx. per word bound = -4.071, relative change = 6.334e-05)
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## Completing Iteration 98 (approx. per word bound = -4.070, relative change = 6.963e-05)
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## Completing Iteration 99 (approx. per word bound = -4.070, relative change = 6.946e-05)
## .....................................................................................................
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## Completing Iteration 100 (approx. per word bound = -4.070, relative change = 7.179e-05)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al-qaida, fight, --, town
## Topic 3: --, aden, secur, gulf, threat
## Topic 4: --, two, troop, al-qaida, general
## Topic 5: air, --, raid, -yemen, fighter
## Topic 6: gunmen, --, five, ministri, bomber
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, secur, forc
## Topic 10: attack, yemen, --, three, militari
## Topic 11: drone, offic, strike, yemen, us
## Topic 12: milit, clash, kill, six, zinjibar
## .....................................................................................................
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## Completing Iteration 101 (approx. per word bound = -4.070, relative change = 8.406e-05)
## .....................................................................................................
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## Completing Iteration 102 (approx. per word bound = -4.069, relative change = 8.442e-05)
## .....................................................................................................
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## Completing Iteration 103 (approx. per word bound = -4.069, relative change = 7.149e-05)
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## Completing Iteration 104 (approx. per word bound = -4.069, relative change = 6.409e-05)
## .....................................................................................................
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## Completing Iteration 105 (approx. per word bound = -4.068, relative change = 6.035e-05)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al-qaida, fight, --, town
## Topic 3: --, aden, secur, gulf, threat
## Topic 4: --, two, troop, al-qaida, general
## Topic 5: --, air, raid, -yemen, fighter
## Topic 6: gunmen, --, five, ministri, bomber
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, secur, forc
## Topic 10: attack, yemen, --, three, militari
## Topic 11: drone, offic, strike, yemen, us
## Topic 12: milit, clash, kill, six, zinjibar
## .....................................................................................................
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## Completing Iteration 106 (approx. per word bound = -4.068, relative change = 5.613e-05)
## .....................................................................................................
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## Completing Iteration 107 (approx. per word bound = -4.068, relative change = 5.534e-05)
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## Completing Iteration 108 (approx. per word bound = -4.068, relative change = 5.730e-05)
## .....................................................................................................
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## Completing Iteration 109 (approx. per word bound = -4.067, relative change = 6.026e-05)
## .....................................................................................................
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## Completing Iteration 110 (approx. per word bound = -4.067, relative change = 6.179e-05)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al-qaida, fight, --, town
## Topic 3: --, aden, secur, gulf, threat
## Topic 4: --, two, troop, al-qaida, ambush
## Topic 5: --, air, raid, -yemen, fighter
## Topic 6: gunmen, --, five, ministri, bomber
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, secur, forc
## Topic 10: attack, yemen, --, three, militari
## Topic 11: drone, offic, strike, yemen, us
## Topic 12: milit, clash, kill, six, zinjibar
## .....................................................................................................
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## Completing Iteration 111 (approx. per word bound = -4.067, relative change = 5.838e-05)
## .....................................................................................................
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## Completing Iteration 112 (approx. per word bound = -4.067, relative change = 5.411e-05)
## .....................................................................................................
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## Completing Iteration 113 (approx. per word bound = -4.067, relative change = 5.421e-05)
## .....................................................................................................
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## Completing Iteration 114 (approx. per word bound = -4.066, relative change = 5.451e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 115 (approx. per word bound = -4.066, relative change = 4.632e-05)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al-qaida, fight, --, al
## Topic 3: aden, --, secur, gulf, threat
## Topic 4: --, two, troop, al-qaida, ambush
## Topic 5: --, air, raid, -yemen, fighter
## Topic 6: gunmen, --, five, ministri, civilian
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, secur, forc
## Topic 10: attack, yemen, --, three, militari
## Topic 11: drone, offic, strike, yemen, us
## Topic 12: milit, clash, kill, six, zinjibar
## .....................................................................................................
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## Completing Iteration 116 (approx. per word bound = -4.066, relative change = 4.246e-05)
## .....................................................................................................
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## Completing Iteration 117 (approx. per word bound = -4.066, relative change = 5.798e-05)
## .....................................................................................................
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## Completing Iteration 118 (approx. per word bound = -4.065, relative change = 9.069e-05)
## .....................................................................................................
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## Completing Iteration 119 (approx. per word bound = -4.065, relative change = 8.350e-05)
## .....................................................................................................
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## Completing Iteration 120 (approx. per word bound = -4.065, relative change = 4.256e-05)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al-qaida, fight, --, al
## Topic 3: aden, --, secur, gulf, threat
## Topic 4: two, --, troop, ambush, al-qaida
## Topic 5: --, air, raid, -yemen, fighter
## Topic 6: gunmen, --, five, ministri, civilian
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, secur, forc
## Topic 10: attack, yemen, --, three, militari
## Topic 11: drone, offic, strike, yemen, us
## Topic 12: milit, clash, kill, six, zinjibar
## .....................................................................................................
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## Completing Iteration 121 (approx. per word bound = -4.065, relative change = 4.589e-05)
## .....................................................................................................
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## Completing Iteration 122 (approx. per word bound = -4.064, relative change = 6.917e-05)
## .....................................................................................................
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## Completing Iteration 123 (approx. per word bound = -4.064, relative change = 9.550e-05)
## .....................................................................................................
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## Completing Iteration 124 (approx. per word bound = -4.064, relative change = 5.636e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 125 (approx. per word bound = -4.064, relative change = 3.736e-05)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al-qaida, fight, --, al
## Topic 3: aden, --, secur, gulf, threat
## Topic 4: two, --, troop, ambush, al-qaida
## Topic 5: --, air, raid, -yemen, fighter
## Topic 6: gunmen, --, five, ministri, civilian
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, secur, forc
## Topic 10: attack, yemen, --, soldier, three
## Topic 11: drone, offic, strike, yemen, us
## Topic 12: milit, clash, six, kill, zinjibar
## .....................................................................................................
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## Completing Iteration 126 (approx. per word bound = -4.063, relative change = 3.562e-05)
## .....................................................................................................
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## Completing Iteration 127 (approx. per word bound = -4.063, relative change = 3.689e-05)
## .....................................................................................................
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## Completing Iteration 128 (approx. per word bound = -4.063, relative change = 4.025e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 129 (approx. per word bound = -4.063, relative change = 4.119e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 130 (approx. per word bound = -4.063, relative change = 4.026e-05)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al-qaida, al, fight, --
## Topic 3: aden, --, secur, gulf, threat
## Topic 4: two, troop, --, ambush, al-qaida
## Topic 5: --, air, raid, -yemen, fighter
## Topic 6: gunmen, --, five, ministri, civilian
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, secur, forc
## Topic 10: attack, yemen, --, soldier, three
## Topic 11: drone, offic, strike, yemen, us
## Topic 12: milit, clash, six, kill, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 131 (approx. per word bound = -4.063, relative change = 4.078e-05)
## .....................................................................................................
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## Completing Iteration 132 (approx. per word bound = -4.062, relative change = 4.241e-05)
## .....................................................................................................
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## Completing Iteration 133 (approx. per word bound = -4.062, relative change = 4.598e-05)
## .....................................................................................................
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## Completing Iteration 134 (approx. per word bound = -4.062, relative change = 5.094e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 135 (approx. per word bound = -4.062, relative change = 4.958e-05)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al-qaida, al, fight, --
## Topic 3: aden, --, secur, gulf, threat
## Topic 4: two, troop, --, ambush, al-qaida
## Topic 5: --, air, raid, -yemen, fighter
## Topic 6: gunmen, --, five, ministri, yemen
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, secur, forc
## Topic 10: attack, yemen, --, soldier, three
## Topic 11: drone, offic, strike, yemen, --
## Topic 12: milit, clash, six, kill, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 136 (approx. per word bound = -4.062, relative change = 4.427e-05)
## .....................................................................................................
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## Completing Iteration 137 (approx. per word bound = -4.062, relative change = 3.969e-05)
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## Completing Iteration 138 (approx. per word bound = -4.061, relative change = 4.222e-05)
## .....................................................................................................
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## Completing Iteration 139 (approx. per word bound = -4.061, relative change = 4.451e-05)
## .....................................................................................................
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## Completing Iteration 140 (approx. per word bound = -4.061, relative change = 4.733e-05)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al-qaida, al, fight, --
## Topic 3: aden, --, secur, gulf, threat
## Topic 4: two, troop, --, ambush, al-qaida
## Topic 5: --, air, raid, -yemen, fighter
## Topic 6: gunmen, --, five, ministri, yemen
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, secur, forc
## Topic 10: attack, yemen, --, soldier, three
## Topic 11: drone, offic, strike, yemen, --
## Topic 12: milit, clash, six, kill, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 141 (approx. per word bound = -4.061, relative change = 3.813e-05)
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## Completing Iteration 142 (approx. per word bound = -4.061, relative change = 2.970e-05)
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## Completing Iteration 143 (approx. per word bound = -4.061, relative change = 2.417e-05)
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## Completing Iteration 144 (approx. per word bound = -4.061, relative change = 2.321e-05)
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## Completing Iteration 145 (approx. per word bound = -4.060, relative change = 2.385e-05)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al, al-qaida, fight, --
## Topic 3: aden, --, secur, gulf, threat
## Topic 4: two, troop, --, ambush, al-qaida
## Topic 5: --, air, raid, -yemen, fighter
## Topic 6: gunmen, --, five, ministri, yemen
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, secur, forc
## Topic 10: attack, yemen, soldier, --, three
## Topic 11: drone, offic, strike, yemen, --
## Topic 12: milit, clash, six, kill, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 146 (approx. per word bound = -4.060, relative change = 2.238e-05)
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## Completing Iteration 147 (approx. per word bound = -4.060, relative change = 2.034e-05)
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## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 148 (approx. per word bound = -4.060, relative change = 2.031e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 149 (approx. per word bound = -4.060, relative change = 2.224e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 150 (approx. per word bound = -4.060, relative change = 2.519e-05)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al, al-qaida, fight, --
## Topic 3: aden, --, secur, gulf, threat
## Topic 4: two, troop, --, ambush, al-qaida
## Topic 5: --, air, raid, -yemen, fighter
## Topic 6: gunmen, --, five, yemen, ministri
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, secur, forc
## Topic 10: attack, yemen, soldier, --, three
## Topic 11: drone, offic, strike, yemen, --
## Topic 12: milit, clash, six, kill, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 151 (approx. per word bound = -4.060, relative change = 2.746e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 152 (approx. per word bound = -4.060, relative change = 2.641e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 153 (approx. per word bound = -4.060, relative change = 2.366e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 154 (approx. per word bound = -4.060, relative change = 2.050e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 155 (approx. per word bound = -4.059, relative change = 1.949e-05)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al, al-qaida, fight, --
## Topic 3: aden, --, secur, gulf, threat
## Topic 4: two, troop, --, ambush, al-qaida
## Topic 5: --, air, raid, -yemen, fighter
## Topic 6: gunmen, --, five, yemen, ministri
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, secur, forc
## Topic 10: attack, soldier, yemen, --, three
## Topic 11: drone, offic, strike, yemen, --
## Topic 12: milit, clash, six, kill, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 156 (approx. per word bound = -4.059, relative change = 2.224e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 157 (approx. per word bound = -4.059, relative change = 2.892e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 158 (approx. per word bound = -4.059, relative change = 3.918e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 159 (approx. per word bound = -4.059, relative change = 4.871e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 160 (approx. per word bound = -4.059, relative change = 5.058e-05)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al, al-qaida, fight, --
## Topic 3: aden, --, secur, gulf, threat
## Topic 4: two, troop, ambush, --, al-qaida
## Topic 5: --, air, raid, -yemen, fighter
## Topic 6: gunmen, --, yemen, five, ministri
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, secur, forc
## Topic 10: attack, soldier, yemen, --, three
## Topic 11: drone, offic, strike, yemen, --
## Topic 12: milit, clash, six, kill, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 161 (approx. per word bound = -4.059, relative change = 4.356e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 162 (approx. per word bound = -4.058, relative change = 2.917e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 163 (approx. per word bound = -4.058, relative change = 1.912e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 164 (approx. per word bound = -4.058, relative change = 1.405e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 165 (approx. per word bound = -4.058, relative change = 1.126e-05)
## Topic 1: --, kill, soldier, four, violenc
## Topic 2: say, al, al-qaida, fight, --
## Topic 3: aden, --, secur, gulf, threat
## Topic 4: two, troop, ambush, --, al-qaida
## Topic 5: --, air, raid, -yemen, fighter
## Topic 6: gunmen, --, yemen, five, ministri
## Topic 7: yemen, qaeda, kill, suspect, offici
## Topic 8: armi, --, bomb, suicid, car
## Topic 9: yemeni, middl, al-qa'idah, secur, forc
## Topic 10: attack, soldier, yemen, --, three
## Topic 11: drone, offic, strike, --, yemen
## Topic 12: milit, clash, six, kill, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## .............
## Recovering initialization...
## ......
## Initialization complete.
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -5.025)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.691, relative change = 6.654e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.508, relative change = 3.902e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.420, relative change = 1.935e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.367, relative change = 1.207e-02)
## Topic 1: secur, yemeni, citi, kill, top
## Topic 2: yemeni, capit, assault, secur, shot
## Topic 3: offic, critic, aden, intellig, ministri
## Topic 4: yemen, soldier, strike, attack, dead
## Topic 5: qaeda, al, --, attack, escap
## Topic 6: kill, offici, gunmen, dead, six
## Topic 7: --, milit, kill, drone, middl
## Topic 8: secur, threat, troop, sweep, among
## Topic 9: polic, aden, --, fight, assassin
## Topic 10: suspect, two, three, forc, air
## Topic 11: yemeni, armi, gulf, al-qa'idah, attack
## Topic 12: qaeda, attack, --, soldier, death
## Topic 13: kill, abyan, seven, middl, protest
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.331, relative change = 8.381e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.305, relative change = 5.918e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.285, relative change = 4.566e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.265, relative change = 4.613e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.245, relative change = 4.793e-03)
## Topic 1: secur, yemeni, town, chief, citi
## Topic 2: capit, assault, yemeni, shot, shell
## Topic 3: offic, aden, critic, intellig, ministri
## Topic 4: yemen, soldier, strike, attack, dead
## Topic 5: al, qaeda, --, escap, -yemen
## Topic 6: kill, offici, gunmen, dead, al-qaida
## Topic 7: --, milit, kill, clash, drone
## Topic 8: secur, threat, gulf, troop, critic
## Topic 9: polic, fight, --, assassin, wound
## Topic 10: suspect, two, three, air, forc
## Topic 11: yemeni, armi, al-qa'idah, middl, attack
## Topic 12: qaeda, attack, --, soldier, death
## Topic 13: kill, seven, abyan, protest, middl
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.229, relative change = 3.800e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.212, relative change = 4.065e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.196, relative change = 3.649e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.187, relative change = 2.126e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.182, relative change = 1.304e-03)
## Topic 1: secur, forc, town, chief, al-qaida
## Topic 2: capit, assault, shot, shell, saudi
## Topic 3: offic, intellig, ministri, car, bomber
## Topic 4: yemen, soldier, strike, dead, tribal
## Topic 5: al, qaeda, --, -yemen, escap
## Topic 6: kill, offici, gunmen, dead, al-qaida
## Topic 7: --, milit, kill, clash, drone
## Topic 8: aden, secur, gulf, threat, critic
## Topic 9: polic, fight, middl, --, assassin
## Topic 10: suspect, two, three, air, ambush
## Topic 11: yemeni, armi, middl, al-qa'idah, attack
## Topic 12: qaeda, attack, --, death, presid
## Topic 13: kill, seven, abyan, protest, govt
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.178, relative change = 1.024e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.174, relative change = 8.445e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.171, relative change = 7.775e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.168, relative change = 6.601e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.166, relative change = 6.089e-04)
## Topic 1: secur, forc, al-qaida, say, town
## Topic 2: capit, assault, shot, shell, saudi
## Topic 3: offic, intellig, suicid, ministri, car
## Topic 4: yemen, soldier, strike, tribal, dead
## Topic 5: al, qaeda, -yemen, --, escap
## Topic 6: kill, offici, gunmen, dead, six
## Topic 7: --, milit, kill, clash, drone
## Topic 8: aden, secur, gulf, threat, critic
## Topic 9: polic, middl, fight, --, assassin
## Topic 10: suspect, two, three, air, ambush
## Topic 11: yemeni, armi, middl, al-qa'idah, attack
## Topic 12: qaeda, attack, death, presid, --
## Topic 13: kill, seven, abyan, protest, govt
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.162, relative change = 7.710e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.158, relative change = 9.676e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.154, relative change = 1.063e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.150, relative change = 9.476e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.147, relative change = 6.761e-04)
## Topic 1: secur, forc, say, al-qaida, town
## Topic 2: capit, assault, shot, shell, saudi
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, soldier, strike, tribal, among
## Topic 5: al, -yemen, --, qaeda, escap
## Topic 6: kill, offici, gunmen, dead, six
## Topic 7: --, milit, kill, clash, drone
## Topic 8: aden, secur, gulf, threat, critic
## Topic 9: polic, middl, fight, assassin, --
## Topic 10: suspect, two, troop, three, air
## Topic 11: yemeni, armi, middl, al-qa'idah, attack
## Topic 12: qaeda, attack, death, presid, --
## Topic 13: kill, seven, abyan, protest, govt
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.145, relative change = 4.799e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.143, relative change = 4.365e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.141, relative change = 5.104e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.139, relative change = 6.271e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.136, relative change = 6.785e-04)
## Topic 1: secur, say, forc, al-qaida, town
## Topic 2: capit, assault, saleh, shot, shell
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, soldier, strike, tribal, among
## Topic 5: al, -yemen, --, qaeda, minist
## Topic 6: kill, offici, gunmen, dead, six
## Topic 7: --, milit, kill, clash, drone
## Topic 8: aden, secur, gulf, threat, critic
## Topic 9: polic, middl, fight, assassin, --
## Topic 10: suspect, two, troop, three, air
## Topic 11: yemeni, armi, middl, al-qa'idah, attack
## Topic 12: qaeda, attack, death, tribe, --
## Topic 13: kill, seven, protest, abyan, govt
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.133, relative change = 6.137e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.131, relative change = 5.120e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.129, relative change = 5.023e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.127, relative change = 4.869e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.126, relative change = 3.744e-04)
## Topic 1: secur, al-qaida, say, forc, town
## Topic 2: capit, assault, saleh, shot, shell
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, soldier, strike, tribal, among
## Topic 5: al, -yemen, --, minist, qaeda
## Topic 6: kill, offici, gunmen, dead, six
## Topic 7: --, milit, kill, clash, drone
## Topic 8: aden, secur, --, gulf, threat
## Topic 9: polic, middl, fight, gunmen, --
## Topic 10: suspect, two, troop, three, air
## Topic 11: yemeni, armi, middl, al-qa'idah, attack
## Topic 12: qaeda, attack, tribe, death, general
## Topic 13: kill, seven, protest, qaeda-link, govt
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.124, relative change = 3.339e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.123, relative change = 3.284e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.122, relative change = 3.257e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.120, relative change = 3.311e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.119, relative change = 2.838e-04)
## Topic 1: secur, al-qaida, say, forc, town
## Topic 2: assault, capit, saleh, shot, shell
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, soldier, strike, tribal, among
## Topic 5: al, -yemen, --, armi, minist
## Topic 6: kill, offici, gunmen, dead, six
## Topic 7: --, milit, kill, clash, drone
## Topic 8: aden, secur, --, gulf, threat
## Topic 9: polic, middl, gunmen, fight, --
## Topic 10: suspect, two, troop, three, air
## Topic 11: yemeni, armi, attack, middl, al-qa'idah
## Topic 12: qaeda, attack, tribe, death, general
## Topic 13: kill, seven, qaeda-link, protest, govt
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.118, relative change = 2.940e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.117, relative change = 3.007e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.115, relative change = 3.093e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -4.114, relative change = 2.995e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.113, relative change = 2.655e-04)
## Topic 1: secur, al-qaida, say, forc, town
## Topic 2: assault, capit, saleh, shot, shell
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, soldier, strike, tribal, among
## Topic 5: al, --, -yemen, armi, minist
## Topic 6: kill, offici, dead, gunmen, six
## Topic 7: --, milit, kill, clash, drone
## Topic 8: aden, secur, --, gulf, threat
## Topic 9: gunmen, polic, middl, fight, --
## Topic 10: suspect, two, troop, three, air
## Topic 11: yemeni, armi, attack, middl, al-qa'idah
## Topic 12: qaeda, attack, tribe, general, death
## Topic 13: kill, seven, qaeda-link, protest, govt
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.112, relative change = 2.209e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.111, relative change = 2.002e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -4.110, relative change = 1.983e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -4.110, relative change = 1.978e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.109, relative change = 1.948e-04)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: assault, capit, saleh, shot, shell
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, soldier, strike, tribal, among
## Topic 5: armi, --, al, -yemen, minist
## Topic 6: kill, offici, dead, gunmen, six
## Topic 7: --, milit, kill, clash, drone
## Topic 8: aden, secur, --, gulf, threat
## Topic 9: gunmen, middl, polic, fight, --
## Topic 10: suspect, two, troop, three, air
## Topic 11: yemeni, attack, armi, middl, al-qa'idah
## Topic 12: qaeda, attack, tribe, general, death
## Topic 13: kill, seven, qaeda-link, protest, govt
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -4.108, relative change = 1.930e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -4.107, relative change = 1.808e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -4.107, relative change = 1.798e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -4.106, relative change = 2.015e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.105, relative change = 2.045e-04)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: assault, capit, saleh, shot, troop
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, soldier, strike, tribal, among
## Topic 5: armi, --, al, -yemen, minist
## Topic 6: kill, offici, dead, gunmen, six
## Topic 7: --, milit, kill, clash, drone
## Topic 8: aden, secur, --, gulf, threat
## Topic 9: gunmen, middl, polic, fight, --
## Topic 10: suspect, two, troop, three, air
## Topic 11: yemeni, attack, armi, middl, al-qa'idah
## Topic 12: qaeda, attack, tribe, general, death
## Topic 13: kill, seven, qaeda-link, protest, govt
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -4.104, relative change = 1.981e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -4.103, relative change = 1.972e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -4.102, relative change = 2.482e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 59 (approx. per word bound = -4.101, relative change = 2.131e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 60 (approx. per word bound = -4.101, relative change = 1.694e-04)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, assault, capit, saleh, troop
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, soldier, strike, tribal, among
## Topic 5: armi, --, al, -yemen, minist
## Topic 6: kill, offici, dead, six, gunmen
## Topic 7: --, milit, kill, clash, drone
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, middl, polic, fight, --
## Topic 10: suspect, two, troop, three, air
## Topic 11: yemeni, attack, armi, --, middl
## Topic 12: qaeda, attack, tribe, general, death
## Topic 13: kill, seven, qaeda-link, protest, govt
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 61 (approx. per word bound = -4.100, relative change = 1.551e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 62 (approx. per word bound = -4.099, relative change = 1.667e-04)
## .....................................................................................................
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## Completing Iteration 63 (approx. per word bound = -4.098, relative change = 2.205e-04)
## .....................................................................................................
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## Completing Iteration 64 (approx. per word bound = -4.098, relative change = 1.870e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 65 (approx. per word bound = -4.097, relative change = 1.315e-04)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, assault, capit, saleh, troop
## Topic 3: offic, bomb, intellig, suicid, yemen
## Topic 4: yemen, soldier, strike, tribal, among
## Topic 5: armi, --, al, -yemen, minist
## Topic 6: kill, offici, dead, six, raid
## Topic 7: --, milit, kill, clash, drone
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, middl, polic, --, fight
## Topic 10: suspect, two, troop, three, air
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, attack, general, death
## Topic 13: kill, seven, qaeda-link, govt, protest
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 66 (approx. per word bound = -4.097, relative change = 1.096e-04)
## .....................................................................................................
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## Completing Iteration 67 (approx. per word bound = -4.096, relative change = 9.576e-05)
## .....................................................................................................
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## Completing Iteration 68 (approx. per word bound = -4.096, relative change = 1.009e-04)
## .....................................................................................................
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## Completing Iteration 69 (approx. per word bound = -4.095, relative change = 1.300e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 70 (approx. per word bound = -4.095, relative change = 1.346e-04)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, assault, capit, saleh, troop
## Topic 3: offic, bomb, intellig, yemen, suicid
## Topic 4: yemen, soldier, strike, tribal, among
## Topic 5: armi, --, al, -yemen, minist
## Topic 6: kill, offici, six, raid, gunmen
## Topic 7: --, milit, kill, clash, drone
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, middl, polic, --, fight
## Topic 10: suspect, two, troop, three, air
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, death, attack
## Topic 13: kill, seven, qaeda-link, govt, protest
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 71 (approx. per word bound = -4.094, relative change = 9.905e-05)
## .....................................................................................................
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## Completing Iteration 72 (approx. per word bound = -4.094, relative change = 5.902e-05)
## .....................................................................................................
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## Completing Iteration 73 (approx. per word bound = -4.094, relative change = 4.335e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 74 (approx. per word bound = -4.094, relative change = 4.128e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 75 (approx. per word bound = -4.094, relative change = 5.562e-05)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, assault, capit, saleh, troop
## Topic 3: offic, bomb, yemen, intellig, suicid
## Topic 4: yemen, soldier, strike, tribal, among
## Topic 5: armi, --, al, -yemen, minist
## Topic 6: kill, offici, six, raid, us
## Topic 7: --, milit, kill, clash, drone
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, middl, polic, --, militari
## Topic 10: suspect, two, troop, three, air
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, fail, death
## Topic 13: kill, seven, qaeda-link, govt, hospit
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 76 (approx. per word bound = -4.093, relative change = 6.655e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 77 (approx. per word bound = -4.093, relative change = 2.994e-05)
## .....................................................................................................
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## Completing Iteration 78 (approx. per word bound = -4.093, relative change = 2.743e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 79 (approx. per word bound = -4.093, relative change = 4.113e-05)
## .....................................................................................................
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## Completing Iteration 80 (approx. per word bound = -4.093, relative change = 5.761e-05)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, assault, capit, saleh, troop
## Topic 3: offic, bomb, yemen, intellig, suicid
## Topic 4: yemen, soldier, strike, tribal, among
## Topic 5: armi, --, al, -yemen, minist
## Topic 6: kill, offici, us, six, raid
## Topic 7: --, milit, kill, clash, drone
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, middl, --, militari
## Topic 10: suspect, two, troop, three, air
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, fail, death
## Topic 13: kill, seven, qaeda-link, govt, soldier
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 81 (approx. per word bound = -4.092, relative change = 7.193e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 82 (approx. per word bound = -4.092, relative change = 7.117e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 83 (approx. per word bound = -4.092, relative change = 5.545e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 84 (approx. per word bound = -4.092, relative change = 4.651e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 85 (approx. per word bound = -4.091, relative change = 4.661e-05)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, troop, assault, capit, saleh
## Topic 3: offic, bomb, yemen, intellig, suicid
## Topic 4: yemen, soldier, strike, tribal, among
## Topic 5: armi, --, al, -yemen, minist
## Topic 6: kill, offici, us, six, raid
## Topic 7: --, milit, kill, clash, drone
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, middl, yemen, --
## Topic 10: suspect, two, troop, three, air
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, fail, death
## Topic 13: kill, seven, qaeda-link, soldier, govt
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 86 (approx. per word bound = -4.091, relative change = 4.673e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 87 (approx. per word bound = -4.091, relative change = 4.593e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 88 (approx. per word bound = -4.091, relative change = 4.564e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 89 (approx. per word bound = -4.091, relative change = 3.554e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 90 (approx. per word bound = -4.091, relative change = 3.274e-05)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, troop, yemen, assault, capit
## Topic 3: offic, bomb, yemen, intellig, suicid
## Topic 4: yemen, soldier, strike, tribal, among
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, offici, us, six, raid
## Topic 7: --, milit, kill, clash, drone
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, middl, yemen, --
## Topic 10: suspect, two, troop, three, ambush
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, fail, take
## Topic 13: kill, seven, qaeda-link, soldier, govt
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 91 (approx. per word bound = -4.090, relative change = 4.044e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 92 (approx. per word bound = -4.090, relative change = 5.535e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 93 (approx. per word bound = -4.090, relative change = 6.854e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 94 (approx. per word bound = -4.090, relative change = 7.690e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 95 (approx. per word bound = -4.089, relative change = 9.563e-05)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, yemen, troop, assault, capit
## Topic 3: offic, bomb, yemen, intellig, suicid
## Topic 4: yemen, soldier, strike, tribal, among
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, offici, us, six, raid
## Topic 7: --, milit, kill, clash, drone
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, yemen, middl, --
## Topic 10: suspect, two, troop, three, ambush
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, fail, take
## Topic 13: kill, seven, soldier, qaeda-link, four
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 96 (approx. per word bound = -4.089, relative change = 1.156e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 97 (approx. per word bound = -4.088, relative change = 7.754e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 98 (approx. per word bound = -4.088, relative change = 6.004e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 99 (approx. per word bound = -4.088, relative change = 6.244e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 100 (approx. per word bound = -4.088, relative change = 7.075e-05)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, yemen, troop, assault, capit
## Topic 3: offic, bomb, yemen, intellig, suicid
## Topic 4: yemen, soldier, strike, tribal, among
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, offici, us, six, air
## Topic 7: --, kill, milit, clash, drone
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, yemen, middl, militari
## Topic 10: suspect, two, troop, three, ambush
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, fail, take
## Topic 13: kill, four, seven, soldier, qaeda-link
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 101 (approx. per word bound = -4.087, relative change = 7.901e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 102 (approx. per word bound = -4.087, relative change = 7.625e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 103 (approx. per word bound = -4.087, relative change = 5.685e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 104 (approx. per word bound = -4.087, relative change = 5.437e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 105 (approx. per word bound = -4.086, relative change = 5.628e-05)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, yemen, troop, assault, capit
## Topic 3: offic, bomb, yemen, intellig, suicid
## Topic 4: yemen, soldier, strike, tribal, five
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, offici, us, air, six
## Topic 7: --, kill, milit, clash, drone
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, yemen, militari, --
## Topic 10: suspect, two, troop, three, ambush
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, fail, take
## Topic 13: kill, four, soldier, seven, qaeda-link
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 106 (approx. per word bound = -4.086, relative change = 5.156e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 107 (approx. per word bound = -4.086, relative change = 4.707e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 108 (approx. per word bound = -4.086, relative change = 4.624e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 109 (approx. per word bound = -4.086, relative change = 4.756e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 110 (approx. per word bound = -4.085, relative change = 5.265e-05)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, yemen, troop, assault, capit
## Topic 3: offic, bomb, intellig, yemen, suicid
## Topic 4: yemen, soldier, strike, tribal, five
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, offici, us, air, six
## Topic 7: --, kill, milit, clash, drone
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, yemen, militari, --
## Topic 10: suspect, two, troop, three, ambush
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, fail, take
## Topic 13: kill, four, soldier, seven, qaeda-link
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 111 (approx. per word bound = -4.085, relative change = 5.853e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 112 (approx. per word bound = -4.085, relative change = 6.431e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 113 (approx. per word bound = -4.085, relative change = 6.661e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 114 (approx. per word bound = -4.084, relative change = 6.839e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 115 (approx. per word bound = -4.084, relative change = 7.352e-05)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, yemen, troop, assault, capit
## Topic 3: offic, bomb, intellig, suicid, yemen
## Topic 4: yemen, soldier, strike, five, tribal
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, offici, us, air, six
## Topic 7: --, kill, milit, clash, drone
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, yemen, militari, --
## Topic 10: suspect, two, troop, three, ambush
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, fail, take
## Topic 13: kill, four, soldier, seven, qaeda-link
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 116 (approx. per word bound = -4.084, relative change = 8.003e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 117 (approx. per word bound = -4.083, relative change = 8.511e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 118 (approx. per word bound = -4.083, relative change = 8.825e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 119 (approx. per word bound = -4.083, relative change = 9.330e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 120 (approx. per word bound = -4.082, relative change = 1.006e-04)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, yemen, troop, assault, capit
## Topic 3: offic, bomb, intellig, suicid, yemen
## Topic 4: yemen, soldier, strike, five, tribal
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, offici, strike, us, air
## Topic 7: --, kill, milit, clash, drone
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, --, yemen, militari
## Topic 10: suspect, two, troop, ambush, three
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, fail, take
## Topic 13: kill, soldier, four, seven, qaeda-link
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 121 (approx. per word bound = -4.082, relative change = 1.115e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 122 (approx. per word bound = -4.081, relative change = 1.367e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 123 (approx. per word bound = -4.080, relative change = 2.148e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 124 (approx. per word bound = -4.079, relative change = 2.670e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 125 (approx. per word bound = -4.078, relative change = 1.761e-04)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, yemen, troop, assault, capit
## Topic 3: offic, bomb, intellig, suicid, yemen
## Topic 4: yemen, soldier, five, strike, tribal
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, offici, strike, us, drone
## Topic 7: --, kill, milit, clash, drone
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, --, militari, yemen
## Topic 10: suspect, two, troop, ambush, three
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, fail, take
## Topic 13: kill, soldier, four, seven, qaeda-link
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 126 (approx. per word bound = -4.078, relative change = 1.337e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 127 (approx. per word bound = -4.077, relative change = 1.022e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 128 (approx. per word bound = -4.077, relative change = 9.415e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 129 (approx. per word bound = -4.077, relative change = 9.198e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 130 (approx. per word bound = -4.076, relative change = 8.822e-05)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, yemen, assault, capit, saleh
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, soldier, five, tribal, among
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, offici, strike, drone, us
## Topic 7: --, kill, milit, clash, drone
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, militari, --, yemen
## Topic 10: suspect, two, troop, ambush, three
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, fail, take
## Topic 13: kill, soldier, four, seven, qaeda-link
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 131 (approx. per word bound = -4.076, relative change = 8.160e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 132 (approx. per word bound = -4.076, relative change = 7.397e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 133 (approx. per word bound = -4.075, relative change = 6.642e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 134 (approx. per word bound = -4.075, relative change = 6.082e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 135 (approx. per word bound = -4.075, relative change = 5.386e-05)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, yemen, assault, capit, saleh
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, soldier, five, tribal, among
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, offici, drone, strike, us
## Topic 7: --, kill, milit, clash, civilian
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, militari, --, yemen
## Topic 10: suspect, two, troop, ambush, three
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, fail, take
## Topic 13: kill, soldier, four, seven, qaeda-link
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 136 (approx. per word bound = -4.075, relative change = 4.907e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 137 (approx. per word bound = -4.075, relative change = 4.647e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 138 (approx. per word bound = -4.074, relative change = 4.357e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 139 (approx. per word bound = -4.074, relative change = 4.016e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 140 (approx. per word bound = -4.074, relative change = 3.886e-05)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, yemen, assault, capit, saleh
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, soldier, five, tribal, among
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, offici, drone, strike, us
## Topic 7: --, kill, milit, clash, civilian
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, militari, --, yemen
## Topic 10: suspect, two, troop, ambush, three
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, fail, take
## Topic 13: kill, soldier, four, seven, qaeda-link
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 141 (approx. per word bound = -4.074, relative change = 3.819e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 142 (approx. per word bound = -4.074, relative change = 3.760e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 143 (approx. per word bound = -4.074, relative change = 3.872e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 144 (approx. per word bound = -4.073, relative change = 4.650e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 145 (approx. per word bound = -4.073, relative change = 7.379e-05)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, yemen, assault, capit, saleh
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, soldier, five, tribal, civilian
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, offici, drone, strike, us
## Topic 7: --, kill, milit, clash, civilian
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, militari, --, yemen
## Topic 10: suspect, two, troop, ambush, three
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, fail, take
## Topic 13: kill, soldier, four, seven, qaeda-link
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 146 (approx. per word bound = -4.073, relative change = 1.032e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 147 (approx. per word bound = -4.073, relative change = 5.569e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 148 (approx. per word bound = -4.072, relative change = 3.177e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 149 (approx. per word bound = -4.072, relative change = 3.183e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 150 (approx. per word bound = -4.072, relative change = 3.435e-05)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, yemen, assault, capit, saleh
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, soldier, five, tribal, civilian
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, offici, drone, strike, us
## Topic 7: --, kill, milit, clash, civilian
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, --, militari, fight
## Topic 10: suspect, two, troop, ambush, three
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, take, fail
## Topic 13: kill, soldier, four, seven, qaeda-link
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 151 (approx. per word bound = -4.072, relative change = 4.672e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 152 (approx. per word bound = -4.072, relative change = 5.524e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 153 (approx. per word bound = -4.071, relative change = 6.905e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 154 (approx. per word bound = -4.071, relative change = 8.129e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 155 (approx. per word bound = -4.071, relative change = 8.307e-05)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, yemen, troop, assault, capit
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, soldier, five, civilian, tribal
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, offici, drone, strike, us
## Topic 7: --, kill, milit, clash, wit
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, --, militari, fight
## Topic 10: suspect, two, troop, ambush, three
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, take, anti-terror
## Topic 13: kill, soldier, four, seven, qaeda-link
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 156 (approx. per word bound = -4.070, relative change = 7.642e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 157 (approx. per word bound = -4.070, relative change = 7.420e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 158 (approx. per word bound = -4.070, relative change = 8.245e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 159 (approx. per word bound = -4.069, relative change = 7.593e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 160 (approx. per word bound = -4.069, relative change = 6.264e-05)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, yemen, troop, assault, capit
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, five, soldier, civilian, tribal
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, offici, drone, strike, us
## Topic 7: --, kill, milit, clash, wit
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, --, militari, fight
## Topic 10: suspect, two, troop, ambush, three
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, take, anti-terror
## Topic 13: kill, soldier, four, seven, qaeda-link
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 161 (approx. per word bound = -4.069, relative change = 6.858e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 162 (approx. per word bound = -4.069, relative change = 7.924e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 163 (approx. per word bound = -4.068, relative change = 9.245e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 164 (approx. per word bound = -4.068, relative change = 1.115e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 165 (approx. per word bound = -4.067, relative change = 1.479e-04)
## Topic 1: secur, al-qaida, say, forc, milit
## Topic 2: dead, yemen, troop, assault, capit
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, five, civilian, tribal, soldier
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, offici, drone, strike, us
## Topic 7: --, kill, milit, clash, wit
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, --, militari, fight
## Topic 10: suspect, two, troop, ambush, three
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, take, anti-terror
## Topic 13: kill, soldier, four, seven, qaeda-link
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 166 (approx. per word bound = -4.066, relative change = 1.877e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 167 (approx. per word bound = -4.066, relative change = 1.372e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 168 (approx. per word bound = -4.065, relative change = 9.970e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 169 (approx. per word bound = -4.065, relative change = 8.933e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 170 (approx. per word bound = -4.065, relative change = 8.130e-05)
## Topic 1: secur, al-qaida, say, forc, offici
## Topic 2: dead, --, yemen, troop, assault
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, five, civilian, tribal, among
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, drone, offici, strike, us
## Topic 7: --, kill, milit, clash, wit
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, --, militari, fight
## Topic 10: suspect, two, troop, ambush, three
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, take, anti-terror
## Topic 13: kill, soldier, four, seven, qaeda-link
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 171 (approx. per word bound = -4.064, relative change = 7.371e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 172 (approx. per word bound = -4.064, relative change = 6.650e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 173 (approx. per word bound = -4.064, relative change = 6.108e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 174 (approx. per word bound = -4.064, relative change = 5.843e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 175 (approx. per word bound = -4.063, relative change = 5.864e-05)
## Topic 1: secur, al-qaida, offici, say, forc
## Topic 2: dead, --, yemen, troop, assault
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, five, civilian, tribal, among
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, drone, strike, offici, milit
## Topic 7: --, kill, clash, milit, wit
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, militari, --, fight
## Topic 10: suspect, two, troop, ambush, six
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, take, anti-terror
## Topic 13: soldier, kill, four, seven, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 176 (approx. per word bound = -4.063, relative change = 6.514e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 177 (approx. per word bound = -4.063, relative change = 7.489e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 178 (approx. per word bound = -4.063, relative change = 7.367e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 179 (approx. per word bound = -4.062, relative change = 4.660e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 180 (approx. per word bound = -4.062, relative change = 3.531e-05)
## Topic 1: secur, offici, al-qaida, say, forc
## Topic 2: dead, --, yemen, troop, assault
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, five, civilian, tribal, among
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, drone, strike, milit, offici
## Topic 7: --, kill, clash, milit, wit
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, militari, --, fight
## Topic 10: suspect, two, troop, ambush, six
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, take, anti-terror
## Topic 13: soldier, kill, four, seven, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 181 (approx. per word bound = -4.062, relative change = 4.051e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 182 (approx. per word bound = -4.062, relative change = 4.891e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 183 (approx. per word bound = -4.062, relative change = 5.218e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 184 (approx. per word bound = -4.062, relative change = 4.331e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 185 (approx. per word bound = -4.061, relative change = 3.776e-05)
## Topic 1: offici, secur, al-qaida, say, forc
## Topic 2: dead, --, yemen, troop, assault
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, five, civilian, tribal, among
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, drone, strike, milit, offici
## Topic 7: --, kill, clash, milit, wit
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, militari, --, fight
## Topic 10: suspect, two, troop, six, ambush
## Topic 11: yemeni, attack, --, middl, al-qa'idah
## Topic 12: qaeda, tribe, general, take, anti-terror
## Topic 13: soldier, kill, four, seven, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 186 (approx. per word bound = -4.061, relative change = 2.918e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 187 (approx. per word bound = -4.061, relative change = 2.362e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 188 (approx. per word bound = -4.061, relative change = 2.055e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 189 (approx. per word bound = -4.061, relative change = 1.877e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 190 (approx. per word bound = -4.061, relative change = 1.786e-05)
## Topic 1: offici, secur, al-qaida, say, forc
## Topic 2: dead, --, yemen, troop, assault
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, five, civilian, tribal, --
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, drone, milit, strike, us
## Topic 7: --, kill, clash, milit, rampag
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, militari, --, yemen
## Topic 10: suspect, two, troop, six, ambush
## Topic 11: yemeni, attack, middl, --, al-qa'idah
## Topic 12: qaeda, tribe, general, take, anti-terror
## Topic 13: soldier, kill, four, seven, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 191 (approx. per word bound = -4.061, relative change = 1.698e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 192 (approx. per word bound = -4.061, relative change = 1.717e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 193 (approx. per word bound = -4.061, relative change = 1.547e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 194 (approx. per word bound = -4.061, relative change = 1.400e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 195 (approx. per word bound = -4.061, relative change = 1.324e-05)
## Topic 1: offici, secur, al-qaida, say, forc
## Topic 2: dead, --, yemen, troop, assault
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, five, civilian, tribal, --
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, drone, milit, strike, us
## Topic 7: --, kill, clash, milit, rampag
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, militari, --, yemen
## Topic 10: suspect, two, troop, six, ambush
## Topic 11: yemeni, attack, middl, --, al-qa'idah
## Topic 12: qaeda, tribe, general, take, anti-terror
## Topic 13: soldier, kill, four, seven, zinjibar
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 196 (approx. per word bound = -4.061, relative change = 1.299e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 197 (approx. per word bound = -4.061, relative change = 1.225e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 198 (approx. per word bound = -4.060, relative change = 1.315e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 199 (approx. per word bound = -4.060, relative change = 1.213e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 200 (approx. per word bound = -4.060, relative change = 1.073e-05)
## Topic 1: offici, secur, al-qaida, say, forc
## Topic 2: dead, --, yemen, troop, assault
## Topic 3: offic, bomb, intellig, suicid, ministri
## Topic 4: yemen, five, civilian, tribal, --
## Topic 5: armi, --, al, -yemen, citi
## Topic 6: kill, drone, milit, strike, us
## Topic 7: --, kill, clash, milit, rampag
## Topic 8: aden, --, secur, gulf, threat
## Topic 9: gunmen, polic, militari, --, yemen
## Topic 10: suspect, two, troop, six, ambush
## Topic 11: yemeni, attack, middl, --, al-qa'idah
## Topic 12: qaeda, tribe, general, take, anti-terror
## Topic 13: soldier, kill, four, seven, clash
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ..............
## Recovering initialization...
## ......
## Initialization complete.
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.961)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.580, relative change = 7.667e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.407, relative change = 3.784e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.321, relative change = 1.943e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.269, relative change = 1.214e-02)
## Topic 1: secur, aden, gulf, --, threat
## Topic 2: say, forc, --, citi, kill
## Topic 3: --, dead, bomb, militari, bomber
## Topic 4: al-qaida, us, polic, suicid, ministri
## Topic 5: al-qa'idah, middl, intellig, element, escap
## Topic 6: --, milit, five, leader, al
## Topic 7: yemen, qaeda, attack, armi, clash
## Topic 8: kill, two, six, car, --
## Topic 9: kill, drone, four, gunmen, seven
## Topic 10: suspect, kill, strike, three, al-qaeda
## Topic 11: yemeni, offici, ambush, forc, soldier
## Topic 12: soldier, town, capit, say, zinjibar
## Topic 13: --, offic, middl, gun, claim
## Topic 14: kill, -yemen, armi, offens, assault
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.235, relative change = 7.896e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.214, relative change = 5.085e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.198, relative change = 3.612e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 9 (approx. per word bound = -4.187, relative change = 2.796e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.178, relative change = 2.108e-03)
## Topic 1: secur, aden, --, gulf, threat
## Topic 2: say, forc, --, citi, houthi
## Topic 3: --, dead, bomb, militari, bomber
## Topic 4: al-qaida, us, polic, suicid, ministri
## Topic 5: middl, al-qa'idah, intellig, abyan, element
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, attack, clash, troop
## Topic 8: kill, two, six, raid, --
## Topic 9: kill, drone, gunmen, four, seven
## Topic 10: suspect, kill, strike, three, al-qaeda
## Topic 11: yemeni, offici, ambush, forc, local
## Topic 12: soldier, town, capit, say, zinjibar
## Topic 13: --, offic, gun, middl, claim
## Topic 14: kill, armi, -yemen, offens, assault
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 11 (approx. per word bound = -4.171, relative change = 1.623e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.165, relative change = 1.444e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 13 (approx. per word bound = -4.159, relative change = 1.385e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 14 (approx. per word bound = -4.155, relative change = 1.135e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.150, relative change = 1.031e-03)
## Topic 1: secur, aden, --, gulf, threat
## Topic 2: say, --, forc, citi, houthi
## Topic 3: --, dead, bomb, militari, bomber
## Topic 4: al-qaida, us, polic, suicid, ministri
## Topic 5: middl, al-qa'idah, intellig, abyan, element
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, attack, clash, troop
## Topic 8: kill, two, six, raid, --
## Topic 9: kill, drone, gunmen, four, seven
## Topic 10: suspect, kill, strike, three, al-qaeda
## Topic 11: yemeni, offici, ambush, local, forc
## Topic 12: soldier, town, capit, zinjibar, say
## Topic 13: --, offic, gun, among, top
## Topic 14: kill, armi, fighter, -yemen, offens
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 16 (approx. per word bound = -4.146, relative change = 1.017e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 17 (approx. per word bound = -4.142, relative change = 9.344e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 18 (approx. per word bound = -4.140, relative change = 5.802e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.138, relative change = 5.303e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.135, relative change = 5.542e-04)
## Topic 1: secur, aden, --, gulf, threat
## Topic 2: say, --, forc, citi, -yemen
## Topic 3: --, dead, bomb, militari, bomber
## Topic 4: al-qaida, us, polic, suicid, ministri
## Topic 5: middl, al-qa'idah, intellig, attack, abyan
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, attack, clash, troop
## Topic 8: kill, two, six, raid, --
## Topic 9: kill, gunmen, drone, four, seven
## Topic 10: suspect, kill, strike, three, al-qaeda
## Topic 11: yemeni, offici, ambush, local, forc
## Topic 12: soldier, town, capit, say, zinjibar
## Topic 13: --, offic, gun, top, among
## Topic 14: armi, kill, fighter, -yemen, --
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.133, relative change = 5.509e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.131, relative change = 5.424e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.128, relative change = 6.004e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.126, relative change = 6.440e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.123, relative change = 5.560e-04)
## Topic 1: secur, aden, --, gulf, threat
## Topic 2: --, say, citi, forc, -yemen
## Topic 3: --, dead, bomb, militari, car
## Topic 4: al-qaida, us, polic, ministri, suicid
## Topic 5: middl, al-qa'idah, intellig, attack, abyan
## Topic 6: milit, --, al, five, leader
## Topic 7: yemen, qaeda, attack, clash, troop
## Topic 8: kill, two, six, raid, air
## Topic 9: kill, gunmen, drone, four, seven
## Topic 10: suspect, kill, strike, three, al-qaeda
## Topic 11: yemeni, offici, ambush, forc, local
## Topic 12: soldier, town, say, capit, zinjibar
## Topic 13: --, offic, gun, top, rage
## Topic 14: armi, kill, fighter, --, fight
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.121, relative change = 4.541e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.120, relative change = 4.042e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.118, relative change = 3.890e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.117, relative change = 3.957e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.115, relative change = 4.017e-04)
## Topic 1: secur, aden, --, gulf, threat
## Topic 2: --, say, -yemen, citi, saleh
## Topic 3: --, dead, bomb, militari, suicid
## Topic 4: al-qaida, us, polic, ministri, chief
## Topic 5: middl, al-qa'idah, intellig, attack, abyan
## Topic 6: milit, --, al, five, leader
## Topic 7: yemen, qaeda, attack, clash, troop
## Topic 8: kill, two, six, air, raid
## Topic 9: kill, gunmen, drone, four, seven
## Topic 10: suspect, kill, strike, three, al-qaeda
## Topic 11: yemeni, offici, ambush, forc, local
## Topic 12: soldier, say, town, capit, zinjibar
## Topic 13: --, offic, gun, top, rage
## Topic 14: armi, kill, --, fight, fighter
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.114, relative change = 2.796e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.113, relative change = 2.246e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.112, relative change = 1.985e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.111, relative change = 1.796e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.111, relative change = 1.755e-04)
## Topic 1: secur, aden, --, gulf, threat
## Topic 2: --, -yemen, say, citi, saleh
## Topic 3: --, dead, bomb, militari, suicid
## Topic 4: al-qaida, us, polic, ministri, chief
## Topic 5: middl, al-qa'idah, intellig, attack, abyan
## Topic 6: milit, --, al, five, leader
## Topic 7: yemen, qaeda, attack, clash, troop
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, drone, four, seven
## Topic 10: suspect, kill, strike, three, al-qaeda
## Topic 11: yemeni, offici, ambush, forc, local
## Topic 12: soldier, say, town, attack, capit
## Topic 13: --, offic, top, gun, rage
## Topic 14: armi, kill, --, fight, fighter
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.110, relative change = 1.856e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.109, relative change = 2.131e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.108, relative change = 2.538e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.107, relative change = 2.938e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.105, relative change = 3.180e-04)
## Topic 1: secur, aden, --, gulf, threat
## Topic 2: --, -yemen, say, citi, saleh
## Topic 3: --, dead, bomb, militari, suicid
## Topic 4: al-qaida, us, polic, ministri, chief
## Topic 5: middl, al-qa'idah, intellig, attack, abyan
## Topic 6: milit, --, al, five, leader
## Topic 7: yemen, qaeda, clash, attack, troop
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, drone, four, seven
## Topic 10: suspect, kill, strike, three, al-qaeda
## Topic 11: yemeni, offici, ambush, forc, local
## Topic 12: soldier, say, attack, town, capit
## Topic 13: --, offic, top, gun, rage
## Topic 14: armi, --, kill, fight, fighter
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.104, relative change = 3.151e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.103, relative change = 2.747e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.102, relative change = 2.211e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -4.101, relative change = 2.628e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.099, relative change = 4.027e-04)
## Topic 1: secur, aden, --, gulf, threat
## Topic 2: --, -yemen, citi, say, saleh
## Topic 3: --, dead, bomb, militari, suicid
## Topic 4: al-qaida, us, polic, ministri, chief
## Topic 5: middl, al-qa'idah, intellig, attack, abyan
## Topic 6: milit, --, al, five, leader
## Topic 7: yemen, qaeda, clash, attack, troop
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, drone, four, seven
## Topic 10: suspect, kill, strike, three, al-qaeda
## Topic 11: yemeni, offici, ambush, forc, local
## Topic 12: soldier, attack, say, capit, town
## Topic 13: --, offic, top, rage, gun
## Topic 14: armi, --, fight, kill, fighter
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.098, relative change = 3.619e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.097, relative change = 2.201e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -4.096, relative change = 2.269e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -4.095, relative change = 2.448e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.094, relative change = 2.213e-04)
## Topic 1: secur, aden, --, gulf, threat
## Topic 2: --, -yemen, citi, say, yemen
## Topic 3: --, dead, bomb, militari, suicid
## Topic 4: al-qaida, us, polic, ministri, attack
## Topic 5: middl, al-qa'idah, intellig, offic, attack
## Topic 6: milit, --, al, five, leader
## Topic 7: yemen, qaeda, clash, attack, troop
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, drone, four, seven
## Topic 10: suspect, kill, strike, al-qaeda, three
## Topic 11: yemeni, offici, ambush, forc, local
## Topic 12: soldier, attack, say, capit, town
## Topic 13: --, offic, top, rage, gun
## Topic 14: armi, --, fight, fighter, kill
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -4.093, relative change = 1.865e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -4.093, relative change = 1.924e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -4.092, relative change = 1.986e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -4.091, relative change = 2.145e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.090, relative change = 2.449e-04)
## Topic 1: secur, aden, --, gulf, threat
## Topic 2: --, -yemen, say, yemen, citi
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, ministri, attack
## Topic 5: middl, al-qa'idah, offic, intellig, attack
## Topic 6: milit, --, al, five, leader
## Topic 7: yemen, qaeda, clash, troop, attack
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, drone, four, seven
## Topic 10: suspect, kill, strike, al-qaeda, three
## Topic 11: yemeni, offici, ambush, forc, local
## Topic 12: soldier, attack, say, capit, among
## Topic 13: --, offic, top, rage, gun
## Topic 14: armi, --, fight, fighter, assault
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -4.089, relative change = 2.636e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -4.088, relative change = 2.694e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -4.087, relative change = 2.732e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -4.085, relative change = 2.587e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -4.084, relative change = 2.677e-04)
## Topic 1: secur, aden, --, gulf, threat
## Topic 2: --, -yemen, say, yemen, citi
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, ministri, attack
## Topic 5: middl, al-qa'idah, offic, intellig, attack
## Topic 6: milit, --, al, five, leader
## Topic 7: yemen, qaeda, clash, troop, attack
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, drone, four, seven
## Topic 10: suspect, kill, strike, al-qaeda, three
## Topic 11: yemeni, offici, ambush, forc, secur
## Topic 12: soldier, attack, say, capit, among
## Topic 13: --, offic, top, rage, return
## Topic 14: armi, --, fight, fighter, assault
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -4.083, relative change = 2.645e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -4.082, relative change = 2.181e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -4.082, relative change = 1.781e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -4.081, relative change = 1.625e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -4.080, relative change = 1.607e-04)
## Topic 1: aden, secur, --, gulf, threat
## Topic 2: --, -yemen, say, yemen, citi
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, ministri, attack
## Topic 5: middl, offic, al-qa'idah, intellig, abyan
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, troop, civilian
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, drone, four, seven
## Topic 10: suspect, kill, strike, al-qaeda, three
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, say, capit, among
## Topic 13: --, offic, top, rage, return
## Topic 14: armi, --, fight, fighter, assault
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -4.080, relative change = 1.470e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -4.079, relative change = 1.314e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -4.079, relative change = 1.331e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -4.078, relative change = 1.327e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -4.078, relative change = 1.137e-04)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, -yemen, say, yemen, citi
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, ministri, attack
## Topic 5: middl, offic, al-qa'idah, intellig, abyan
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, troop, civilian
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, drone, four, seven
## Topic 10: suspect, kill, strike, al-qaeda, three
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, say, capit, among
## Topic 13: --, top, rage, return, landmin
## Topic 14: armi, --, fight, fighter, troop
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -4.077, relative change = 9.510e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -4.077, relative change = 8.950e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -4.077, relative change = 1.002e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -4.076, relative change = 1.142e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -4.076, relative change = 1.257e-04)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, ministri, attack
## Topic 5: middl, offic, al-qa'idah, intellig, abyan
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, troop, civilian
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, drone, four, seven
## Topic 10: suspect, kill, strike, drone, al-qaeda
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, capit, say, among
## Topic 13: --, top, rage, return, landmin
## Topic 14: armi, --, fight, fighter, troop
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -4.075, relative change = 1.353e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -4.074, relative change = 1.421e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -4.074, relative change = 1.442e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -4.073, relative change = 1.431e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -4.073, relative change = 1.380e-04)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, attack, ministri
## Topic 5: middl, offic, al-qa'idah, intellig, abyan
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, troop, civilian
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, seven, drone
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, capit, among, zinjibar
## Topic 13: --, top, rage, return, landmin
## Topic 14: armi, --, troop, fight, fighter
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -4.072, relative change = 1.285e-04)
## .....................................................................................................
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## Completing Iteration 82 (approx. per word bound = -4.072, relative change = 1.156e-04)
## .....................................................................................................
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## Completing Iteration 83 (approx. per word bound = -4.071, relative change = 1.156e-04)
## .....................................................................................................
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## Completing Iteration 84 (approx. per word bound = -4.071, relative change = 1.158e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 85 (approx. per word bound = -4.070, relative change = 9.673e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, attack, ministri
## Topic 5: middl, offic, al-qa'idah, intellig, abyan
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, troop, civilian
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, seven, mask
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, capit, among, claim
## Topic 13: --, top, rage, return, landmin
## Topic 14: armi, --, troop, fight, fighter
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 86 (approx. per word bound = -4.070, relative change = 7.889e-05)
## .....................................................................................................
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## Completing Iteration 87 (approx. per word bound = -4.070, relative change = 7.790e-05)
## .....................................................................................................
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## Completing Iteration 88 (approx. per word bound = -4.069, relative change = 7.523e-05)
## .....................................................................................................
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## Completing Iteration 89 (approx. per word bound = -4.069, relative change = 7.079e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 90 (approx. per word bound = -4.069, relative change = 6.760e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, attack, ministri
## Topic 5: middl, offic, al-qa'idah, intellig, abyan
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, troop, civilian
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, seven, mask
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, capit, among, claim
## Topic 13: --, top, rage, return, landmin
## Topic 14: armi, --, troop, fight, fighter
## .....................................................................................................
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## Completing Iteration 91 (approx. per word bound = -4.069, relative change = 6.485e-05)
## .....................................................................................................
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## Completing Iteration 92 (approx. per word bound = -4.068, relative change = 6.292e-05)
## .....................................................................................................
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## Completing Iteration 93 (approx. per word bound = -4.068, relative change = 6.126e-05)
## .....................................................................................................
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## Completing Iteration 94 (approx. per word bound = -4.068, relative change = 5.895e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 95 (approx. per word bound = -4.068, relative change = 5.786e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, attack, ministri
## Topic 5: middl, offic, al-qa'idah, intellig, abyan
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, battl
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, seven, mask
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, capit, claim, among
## Topic 13: --, top, rage, return, landmin
## Topic 14: armi, --, troop, fight, fighter
## .....................................................................................................
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## Completing Iteration 96 (approx. per word bound = -4.067, relative change = 5.732e-05)
## .....................................................................................................
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## Completing Iteration 97 (approx. per word bound = -4.067, relative change = 5.867e-05)
## .....................................................................................................
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## Completing Iteration 98 (approx. per word bound = -4.067, relative change = 6.655e-05)
## .....................................................................................................
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## Completing Iteration 99 (approx. per word bound = -4.067, relative change = 7.759e-05)
## .....................................................................................................
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## Completing Iteration 100 (approx. per word bound = -4.066, relative change = 8.788e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, attack, ministri
## Topic 5: middl, offic, al-qa'idah, intellig, abyan
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, battl
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, seven, mask
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, three, capit, claim
## Topic 13: --, top, rage, return, landmin
## Topic 14: armi, --, troop, fight, fighter
## .....................................................................................................
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## Completing Iteration 101 (approx. per word bound = -4.066, relative change = 8.252e-05)
## .....................................................................................................
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## Completing Iteration 102 (approx. per word bound = -4.066, relative change = 7.996e-05)
## .....................................................................................................
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## Completing Iteration 103 (approx. per word bound = -4.065, relative change = 8.540e-05)
## .....................................................................................................
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## Completing Iteration 104 (approx. per word bound = -4.065, relative change = 8.818e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 105 (approx. per word bound = -4.065, relative change = 8.003e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, attack, ministri
## Topic 5: middl, offic, al-qa'idah, intellig, yemeni
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, battl
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, seven, mask
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, three, capit, checkpoint
## Topic 13: --, top, rage, return, landmin
## Topic 14: armi, troop, --, fight, fighter
## .....................................................................................................
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## Completing Iteration 106 (approx. per word bound = -4.064, relative change = 6.548e-05)
## .....................................................................................................
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## Completing Iteration 107 (approx. per word bound = -4.064, relative change = 5.510e-05)
## .....................................................................................................
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## Completing Iteration 108 (approx. per word bound = -4.064, relative change = 4.887e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 109 (approx. per word bound = -4.064, relative change = 4.478e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 110 (approx. per word bound = -4.063, relative change = 4.152e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, attack, ministri
## Topic 5: middl, offic, al-qa'idah, intellig, yemeni
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, battl
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, seven, mask
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, three, capit, checkpoint
## Topic 13: --, top, rage, return, kill
## Topic 14: armi, troop, --, fight, fighter
## .....................................................................................................
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## Completing Iteration 111 (approx. per word bound = -4.063, relative change = 3.951e-05)
## .....................................................................................................
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## Completing Iteration 112 (approx. per word bound = -4.063, relative change = 3.868e-05)
## .....................................................................................................
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## Completing Iteration 113 (approx. per word bound = -4.063, relative change = 3.986e-05)
## .....................................................................................................
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## Completing Iteration 114 (approx. per word bound = -4.063, relative change = 4.293e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 115 (approx. per word bound = -4.063, relative change = 4.767e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, attack, ministri
## Topic 5: middl, offic, al-qa'idah, intellig, yemeni
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, battl
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, seven, mask
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, three, capit, checkpoint
## Topic 13: --, top, rage, kill, return
## Topic 14: armi, troop, --, fight, fighter
## .....................................................................................................
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## Completing Iteration 116 (approx. per word bound = -4.062, relative change = 5.503e-05)
## .....................................................................................................
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## Completing Iteration 117 (approx. per word bound = -4.062, relative change = 6.283e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 118 (approx. per word bound = -4.062, relative change = 7.044e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 119 (approx. per word bound = -4.062, relative change = 8.393e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 120 (approx. per word bound = -4.061, relative change = 9.886e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, attack, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, battl
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, seven, command
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, three, capit, checkpoint
## Topic 13: --, top, kill, return, landmin
## Topic 14: armi, --, troop, fight, fighter
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 121 (approx. per word bound = -4.061, relative change = 1.028e-04)
## .....................................................................................................
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## Completing Iteration 122 (approx. per word bound = -4.060, relative change = 8.685e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 123 (approx. per word bound = -4.060, relative change = 5.976e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 124 (approx. per word bound = -4.060, relative change = 4.754e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 125 (approx. per word bound = -4.060, relative change = 5.152e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, attack, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, battl
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, seven, command
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, three, capit, checkpoint
## Topic 13: --, top, kill, return, landmin
## Topic 14: armi, --, troop, fight, fighter
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 126 (approx. per word bound = -4.059, relative change = 5.509e-05)
## .....................................................................................................
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## Completing Iteration 127 (approx. per word bound = -4.059, relative change = 3.808e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 128 (approx. per word bound = -4.059, relative change = 3.046e-05)
## .....................................................................................................
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## Completing Iteration 129 (approx. per word bound = -4.059, relative change = 2.828e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 130 (approx. per word bound = -4.059, relative change = 2.730e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, attack, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, battl
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, seven, command
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, three, capit, checkpoint
## Topic 13: --, top, kill, return, landmin
## Topic 14: armi, --, troop, fight, fighter
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 131 (approx. per word bound = -4.059, relative change = 2.607e-05)
## .....................................................................................................
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## Completing Iteration 132 (approx. per word bound = -4.059, relative change = 2.514e-05)
## .....................................................................................................
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## Completing Iteration 133 (approx. per word bound = -4.059, relative change = 2.544e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 134 (approx. per word bound = -4.059, relative change = 2.737e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 135 (approx. per word bound = -4.058, relative change = 3.023e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, attack, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, battl
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, seven, command
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, three, capit, checkpoint
## Topic 13: --, top, kill, return, landmin
## Topic 14: armi, --, troop, fight, fighter
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 136 (approx. per word bound = -4.058, relative change = 3.394e-05)
## .....................................................................................................
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## Completing Iteration 137 (approx. per word bound = -4.058, relative change = 3.689e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 138 (approx. per word bound = -4.058, relative change = 3.956e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 139 (approx. per word bound = -4.058, relative change = 4.896e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 140 (approx. per word bound = -4.057, relative change = 7.016e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, attack, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, battl
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, seven, command
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, three, capit, checkpoint
## Topic 13: --, top, kill, return, landmin
## Topic 14: armi, --, troop, fight, fighter
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 141 (approx. per word bound = -4.057, relative change = 4.894e-05)
## .....................................................................................................
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## Completing Iteration 142 (approx. per word bound = -4.057, relative change = 3.686e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 143 (approx. per word bound = -4.057, relative change = 3.700e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 144 (approx. per word bound = -4.057, relative change = 3.666e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 145 (approx. per word bound = -4.057, relative change = 3.569e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, attack, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, battl
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, seven, command
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, three, capit, checkpoint
## Topic 13: --, top, kill, return, landmin
## Topic 14: armi, --, troop, fight, fighter
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 146 (approx. per word bound = -4.057, relative change = 3.379e-05)
## .....................................................................................................
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## Completing Iteration 147 (approx. per word bound = -4.056, relative change = 3.148e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 148 (approx. per word bound = -4.056, relative change = 3.102e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 149 (approx. per word bound = -4.056, relative change = 4.158e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 150 (approx. per word bound = -4.056, relative change = 5.159e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, attack, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, --
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, seven, --
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, three, capit, wound
## Topic 13: --, top, kill, return, landmin
## Topic 14: armi, --, troop, fight, fighter
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 151 (approx. per word bound = -4.056, relative change = 3.759e-05)
## .....................................................................................................
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## Completing Iteration 152 (approx. per word bound = -4.056, relative change = 2.288e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 153 (approx. per word bound = -4.056, relative change = 2.018e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 154 (approx. per word bound = -4.056, relative change = 1.985e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 155 (approx. per word bound = -4.055, relative change = 2.349e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, attack, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, --
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, seven, --
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, three, capit, wound
## Topic 13: --, top, kill, return, landmin
## Topic 14: armi, --, troop, fight, fighter
## .....................................................................................................
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## Completing Iteration 156 (approx. per word bound = -4.055, relative change = 3.168e-05)
## .....................................................................................................
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## Completing Iteration 157 (approx. per word bound = -4.055, relative change = 3.979e-05)
## .....................................................................................................
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## Completing Iteration 158 (approx. per word bound = -4.055, relative change = 4.189e-05)
## .....................................................................................................
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## Completing Iteration 159 (approx. per word bound = -4.055, relative change = 3.328e-05)
## .....................................................................................................
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## Completing Iteration 160 (approx. per word bound = -4.055, relative change = 3.277e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, attack, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, --
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, seven, --
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, three, capit, wound
## Topic 13: --, kill, top, return, landmin
## Topic 14: armi, --, troop, fight, fighter
## .....................................................................................................
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## Completing Iteration 161 (approx. per word bound = -4.055, relative change = 4.095e-05)
## .....................................................................................................
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## Completing Iteration 162 (approx. per word bound = -4.054, relative change = 5.778e-05)
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## Completing Iteration 163 (approx. per word bound = -4.054, relative change = 6.965e-05)
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## Completing Iteration 165 (approx. per word bound = -4.054, relative change = 2.546e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, attack, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, --
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, seven, --
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, three, capit, wound
## Topic 13: --, kill, top, return, landmin
## Topic 14: armi, --, troop, fight, fighter
## .....................................................................................................
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## Completing Iteration 166 (approx. per word bound = -4.054, relative change = 2.349e-05)
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## Completing Iteration 167 (approx. per word bound = -4.054, relative change = 2.330e-05)
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## Completing Iteration 168 (approx. per word bound = -4.053, relative change = 2.466e-05)
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## Completing Iteration 169 (approx. per word bound = -4.053, relative change = 3.586e-05)
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## Completing Iteration 170 (approx. per word bound = -4.053, relative change = 6.569e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, polic, attack, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, --
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, seven, --
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, three, wound, capit
## Topic 13: --, kill, top, return, landmin
## Topic 14: armi, --, troop, fight, fighter
## .....................................................................................................
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## Completing Iteration 171 (approx. per word bound = -4.053, relative change = 6.191e-05)
## .....................................................................................................
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## Completing Iteration 172 (approx. per word bound = -4.053, relative change = 2.201e-05)
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## Completing Iteration 173 (approx. per word bound = -4.053, relative change = 1.539e-05)
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## Completing Iteration 174 (approx. per word bound = -4.053, relative change = 1.580e-05)
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## Completing Iteration 175 (approx. per word bound = -4.053, relative change = 1.731e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, attack, polic, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, --
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, --, seven
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, ambush, forc
## Topic 12: soldier, attack, three, wound, capit
## Topic 13: --, kill, top, return, landmin
## Topic 14: armi, --, troop, fight, fighter
## .....................................................................................................
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## Completing Iteration 176 (approx. per word bound = -4.052, relative change = 2.116e-05)
## .....................................................................................................
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## Completing Iteration 177 (approx. per word bound = -4.052, relative change = 2.537e-05)
## .....................................................................................................
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## Completing Iteration 178 (approx. per word bound = -4.052, relative change = 2.971e-05)
## .....................................................................................................
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## Completing Iteration 179 (approx. per word bound = -4.052, relative change = 3.431e-05)
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## Completing Iteration 180 (approx. per word bound = -4.052, relative change = 4.276e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, attack, polic, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, --
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, --, seven
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, forc, ambush
## Topic 12: soldier, attack, three, wound, capit
## Topic 13: --, kill, top, return, landmin
## Topic 14: armi, --, troop, fight, fighter
## .....................................................................................................
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## Completing Iteration 181 (approx. per word bound = -4.052, relative change = 5.922e-05)
## .....................................................................................................
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## Completing Iteration 182 (approx. per word bound = -4.051, relative change = 6.876e-05)
## .....................................................................................................
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## Completing Iteration 183 (approx. per word bound = -4.051, relative change = 8.358e-05)
## .....................................................................................................
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## Completing Iteration 184 (approx. per word bound = -4.051, relative change = 7.303e-05)
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## Completing Iteration 185 (approx. per word bound = -4.050, relative change = 6.438e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, attack, polic, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, --
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, --, seven
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, forc, ambush
## Topic 12: soldier, attack, three, wound, capit
## Topic 13: --, kill, top, return, landmin
## Topic 14: armi, --, troop, fight, fighter
## .....................................................................................................
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## Completing Iteration 186 (approx. per word bound = -4.050, relative change = 5.961e-05)
## .....................................................................................................
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## Completing Iteration 187 (approx. per word bound = -4.050, relative change = 6.334e-05)
## .....................................................................................................
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## Completing Iteration 188 (approx. per word bound = -4.050, relative change = 6.458e-05)
## .....................................................................................................
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## Completing Iteration 189 (approx. per word bound = -4.049, relative change = 6.652e-05)
## .....................................................................................................
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## Completing Iteration 190 (approx. per word bound = -4.049, relative change = 7.447e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, attack, polic, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, --
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, --, seven
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, forc, ambush
## Topic 12: soldier, attack, three, wound, capit
## Topic 13: --, kill, top, return, landmin
## Topic 14: armi, --, troop, fight, fighter
## .....................................................................................................
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## Completing Iteration 191 (approx. per word bound = -4.049, relative change = 8.401e-05)
## .....................................................................................................
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## Completing Iteration 192 (approx. per word bound = -4.048, relative change = 8.543e-05)
## .....................................................................................................
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## Completing Iteration 193 (approx. per word bound = -4.048, relative change = 8.038e-05)
## .....................................................................................................
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## Completing Iteration 194 (approx. per word bound = -4.048, relative change = 7.510e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 195 (approx. per word bound = -4.048, relative change = 6.978e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, attack, polic, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, --
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, four, --, seven
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, forc, local
## Topic 12: soldier, attack, ambush, three, wound
## Topic 13: --, kill, top, return, landmin
## Topic 14: armi, --, troop, fighter, fight
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 196 (approx. per word bound = -4.047, relative change = 6.558e-05)
## .....................................................................................................
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## Completing Iteration 197 (approx. per word bound = -4.047, relative change = 6.333e-05)
## .....................................................................................................
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## Completing Iteration 198 (approx. per word bound = -4.047, relative change = 6.298e-05)
## .....................................................................................................
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## Completing Iteration 199 (approx. per word bound = -4.047, relative change = 6.518e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 200 (approx. per word bound = -4.046, relative change = 6.763e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, attack, polic, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, --
## Topic 8: kill, two, air, six, raid
## Topic 9: kill, gunmen, --, four, seven
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, forc, local
## Topic 12: soldier, attack, ambush, three, wound
## Topic 13: --, kill, top, return, landmin
## Topic 14: armi, --, troop, fighter, fight
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 201 (approx. per word bound = -4.046, relative change = 7.052e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 202 (approx. per word bound = -4.046, relative change = 7.170e-05)
## .....................................................................................................
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## Completing Iteration 203 (approx. per word bound = -4.045, relative change = 7.065e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 204 (approx. per word bound = -4.045, relative change = 6.785e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 205 (approx. per word bound = -4.045, relative change = 6.368e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, militari
## Topic 4: al-qaida, us, attack, polic, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, --
## Topic 8: kill, two, air, six, --
## Topic 9: kill, gunmen, --, four, seven
## Topic 10: suspect, kill, drone, strike, al-qaeda
## Topic 11: yemeni, offici, secur, forc, local
## Topic 12: soldier, attack, ambush, two, three
## Topic 13: --, kill, top, return, landmin
## Topic 14: armi, --, troop, qaeda, fighter
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 206 (approx. per word bound = -4.045, relative change = 5.945e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 207 (approx. per word bound = -4.044, relative change = 5.663e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 208 (approx. per word bound = -4.044, relative change = 5.588e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 209 (approx. per word bound = -4.044, relative change = 5.435e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 210 (approx. per word bound = -4.044, relative change = 4.685e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, yemen
## Topic 4: al-qaida, us, attack, polic, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, --
## Topic 8: kill, --, air, six, two
## Topic 9: kill, gunmen, --, four, seven
## Topic 10: suspect, kill, drone, strike, --
## Topic 11: yemeni, offici, secur, forc, local
## Topic 12: soldier, attack, two, ambush, three
## Topic 13: --, kill, top, return, landmin
## Topic 14: armi, --, troop, qaeda, fighter
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 211 (approx. per word bound = -4.044, relative change = 3.893e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 212 (approx. per word bound = -4.043, relative change = 2.874e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 213 (approx. per word bound = -4.043, relative change = 2.246e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 214 (approx. per word bound = -4.043, relative change = 1.977e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 215 (approx. per word bound = -4.043, relative change = 1.769e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, yemen
## Topic 4: al-qaida, us, attack, polic, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, --
## Topic 8: kill, --, air, six, raid
## Topic 9: kill, --, gunmen, four, seven
## Topic 10: suspect, kill, drone, strike, --
## Topic 11: yemeni, offici, secur, forc, local
## Topic 12: soldier, attack, two, ambush, three
## Topic 13: --, kill, top, return, landmin
## Topic 14: armi, --, troop, qaeda, fighter
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 216 (approx. per word bound = -4.043, relative change = 1.665e-05)
## .....................................................................................................
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## Completing Iteration 217 (approx. per word bound = -4.043, relative change = 1.591e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 218 (approx. per word bound = -4.043, relative change = 1.514e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 219 (approx. per word bound = -4.043, relative change = 1.460e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 220 (approx. per word bound = -4.043, relative change = 1.444e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, yemen
## Topic 4: al-qaida, attack, us, polic, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, --
## Topic 8: kill, --, air, six, raid
## Topic 9: kill, --, gunmen, four, seven
## Topic 10: suspect, kill, drone, strike, --
## Topic 11: yemeni, offici, secur, forc, local
## Topic 12: soldier, attack, two, ambush, three
## Topic 13: --, kill, top, return, landmin
## Topic 14: armi, --, troop, qaeda, fighter
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 221 (approx. per word bound = -4.043, relative change = 1.362e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 222 (approx. per word bound = -4.043, relative change = 1.397e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 223 (approx. per word bound = -4.043, relative change = 1.403e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 224 (approx. per word bound = -4.043, relative change = 1.570e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 225 (approx. per word bound = -4.043, relative change = 2.101e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, yemen
## Topic 4: al-qaida, attack, us, polic, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, --
## Topic 8: kill, --, air, six, raid
## Topic 9: kill, --, gunmen, four, seven
## Topic 10: suspect, drone, kill, strike, --
## Topic 11: yemeni, offici, secur, forc, local
## Topic 12: soldier, attack, two, ambush, three
## Topic 13: --, kill, top, return, landmin
## Topic 14: armi, --, troop, qaeda, fight
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 226 (approx. per word bound = -4.042, relative change = 3.642e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 227 (approx. per word bound = -4.042, relative change = 4.177e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 228 (approx. per word bound = -4.042, relative change = 2.482e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 229 (approx. per word bound = -4.042, relative change = 1.877e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 230 (approx. per word bound = -4.042, relative change = 1.733e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, suicid, yemen
## Topic 4: al-qaida, attack, us, polic, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, --
## Topic 8: kill, --, air, six, raid
## Topic 9: kill, --, gunmen, four, seven
## Topic 10: suspect, drone, kill, strike, --
## Topic 11: yemeni, offici, secur, forc, local
## Topic 12: soldier, attack, two, ambush, three
## Topic 13: --, kill, top, return, landmin
## Topic 14: armi, --, troop, qaeda, fight
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 231 (approx. per word bound = -4.042, relative change = 1.569e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 232 (approx. per word bound = -4.042, relative change = 1.518e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 233 (approx. per word bound = -4.042, relative change = 1.578e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 234 (approx. per word bound = -4.042, relative change = 1.576e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 235 (approx. per word bound = -4.042, relative change = 1.324e-05)
## Topic 1: aden, --, secur, gulf, threat
## Topic 2: --, say, -yemen, yemen, town
## Topic 3: --, dead, bomb, yemen, suicid
## Topic 4: al-qaida, attack, us, polic, ministri
## Topic 5: middl, offic, al-qa'idah, yemeni, intellig
## Topic 6: milit, --, five, al, leader
## Topic 7: yemen, qaeda, clash, civilian, --
## Topic 8: kill, --, air, six, raid
## Topic 9: kill, --, gunmen, four, seven
## Topic 10: suspect, drone, kill, strike, --
## Topic 11: yemeni, offici, secur, forc, local
## Topic 12: soldier, attack, two, ambush, three
## Topic 13: --, kill, top, return, landmin
## Topic 14: armi, --, troop, qaeda, fight
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ...............
## Recovering initialization...
## ......
## Initialization complete.
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.938)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.656, relative change = 5.705e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.441, relative change = 4.613e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.324, relative change = 2.646e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.255, relative change = 1.582e-02)
## Topic 1: --, yemeni, middl, element, wound
## Topic 2: --, -yemen, citi, saleh, say
## Topic 3: two, suspect, dead, clash, yemen
## Topic 4: middl, yemen, al-qa'idah, attack, al-qaida
## Topic 5: bomb, al, car, kill, yemeni
## Topic 6: gunmen, strike, suspect, offici, polic
## Topic 7: --, qaeda, yemen, offici, clash
## Topic 8: --, offic, intellig, five, fight
## Topic 9: yemeni, suicid, assassin, four, capit
## Topic 10: soldier, milit, armi, kill, troop
## Topic 11: yemen, attack, kill, al-qaeda, air
## Topic 12: yemeni, say, forc, al-qaida, town
## Topic 13: kill, six, civilian, yemen, us
## Topic 14: kill, yemen, drone, militari, suspect
## Topic 15: secur, aden, gulf, threat, critic
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.213, relative change = 9.920e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.186, relative change = 6.511e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.167, relative change = 4.509e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.152, relative change = 3.528e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.141, relative change = 2.646e-03)
## Topic 1: --, yemeni, middl, abyan, element
## Topic 2: --, -yemen, citi, saleh, presid
## Topic 3: clash, two, dead, yemen, suspect
## Topic 4: al-qa'idah, middl, yemen, attack, chief
## Topic 5: bomb, al, car, kill, suicid
## Topic 6: gunmen, strike, suspect, offici, polic
## Topic 7: --, qaeda, yemen, offici, raid
## Topic 8: offic, --, intellig, five, fight
## Topic 9: yemeni, suicid, four, bomber, assassin
## Topic 10: soldier, milit, armi, kill, troop
## Topic 11: attack, yemen, al-qaeda, air, kill
## Topic 12: al-qaida, yemeni, say, forc, town
## Topic 13: six, yemen, us, kill, fighter
## Topic 14: kill, yemen, drone, suspect, militari
## Topic 15: secur, aden, gulf, threat, critic
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.133, relative change = 2.050e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.126, relative change = 1.587e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.120, relative change = 1.378e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.115, relative change = 1.274e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.111, relative change = 1.109e-03)
## Topic 1: --, middl, yemeni, militari, abyan
## Topic 2: --, -yemen, citi, saleh, presid
## Topic 3: clash, two, dead, yemen, three
## Topic 4: al-qa'idah, middl, yemen, tribe, chief
## Topic 5: bomb, al, car, general, suicid
## Topic 6: gunmen, suspect, strike, offici, polic
## Topic 7: --, qaeda, yemen, offici, raid
## Topic 8: offic, --, intellig, five, fight
## Topic 9: yemeni, suicid, bomber, four, assassin
## Topic 10: soldier, milit, armi, kill, troop
## Topic 11: attack, yemen, al-qaeda, air, kill
## Topic 12: al-qaida, yemeni, say, forc, town
## Topic 13: yemen, six, us, fighter, civilian
## Topic 14: kill, yemen, drone, suspect, us
## Topic 15: secur, aden, gulf, threat, critic
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.107, relative change = 9.792e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.103, relative change = 9.824e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.098, relative change = 1.013e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.094, relative change = 1.027e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.090, relative change = 1.010e-03)
## Topic 1: --, middl, yemeni, militari, abyan
## Topic 2: --, -yemen, citi, saleh, presid
## Topic 3: clash, two, dead, yemen, three
## Topic 4: al-qa'idah, middl, tribe, chief, base
## Topic 5: bomb, al, car, general, suicid
## Topic 6: suspect, gunmen, strike, offici, polic
## Topic 7: --, qaeda, yemen, offici, raid
## Topic 8: offic, --, intellig, five, fight
## Topic 9: yemeni, suicid, bomber, four, assassin
## Topic 10: milit, soldier, armi, kill, troop
## Topic 11: attack, yemen, al-qaeda, air, kill
## Topic 12: al-qaida, yemeni, say, forc, town
## Topic 13: yemen, six, us, fighter, civilian
## Topic 14: kill, yemen, drone, suspect, --
## Topic 15: secur, aden, gulf, threat, --
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.086, relative change = 9.830e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.083, relative change = 7.186e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.081, relative change = 5.869e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.079, relative change = 5.226e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.077, relative change = 4.629e-04)
## Topic 1: --, middl, yemeni, militari, abyan
## Topic 2: --, -yemen, citi, saleh, presid
## Topic 3: clash, two, yemen, dead, three
## Topic 4: al-qa'idah, tribe, base, minist, yemen
## Topic 5: bomb, al, car, ambush, general
## Topic 6: suspect, gunmen, strike, polic, offici
## Topic 7: --, qaeda, yemen, offici, raid
## Topic 8: offic, --, intellig, secur, five
## Topic 9: yemeni, suicid, bomber, assassin, four
## Topic 10: milit, soldier, armi, kill, troop
## Topic 11: attack, yemen, al-qaeda, air, kill
## Topic 12: al-qaida, yemeni, say, forc, town
## Topic 13: yemen, six, us, fighter, civilian
## Topic 14: kill, yemen, drone, suspect, --
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.075, relative change = 4.525e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.073, relative change = 4.369e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.071, relative change = 4.318e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.070, relative change = 4.478e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.068, relative change = 4.029e-04)
## Topic 1: --, middl, yemeni, al-qa'idah, militari
## Topic 2: --, -yemen, citi, saleh, presid
## Topic 3: clash, two, yemen, dead, three
## Topic 4: al-qa'idah, tribe, base, minist, yemen
## Topic 5: bomb, al, ambush, car, general
## Topic 6: suspect, strike, gunmen, polic, offici
## Topic 7: --, qaeda, yemen, offici, raid
## Topic 8: offic, --, intellig, secur, gunmen
## Topic 9: yemeni, suicid, bomber, assassin, capit
## Topic 10: milit, soldier, armi, kill, troop
## Topic 11: attack, yemen, al-qaeda, air, kill
## Topic 12: al-qaida, yemeni, say, forc, town
## Topic 13: yemen, us, six, fighter, civilian
## Topic 14: kill, yemen, drone, suspect, --
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.067, relative change = 3.308e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.065, relative change = 3.023e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.064, relative change = 2.832e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.063, relative change = 2.411e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.062, relative change = 2.159e-04)
## Topic 1: middl, --, al-qa'idah, yemeni, militari
## Topic 2: --, -yemen, citi, saleh, presid
## Topic 3: clash, yemen, two, dead, three
## Topic 4: tribe, base, minist, yemen, blast
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, strike, gunmen, polic, offici
## Topic 7: --, qaeda, yemen, offici, raid
## Topic 8: offic, gunmen, --, intellig, secur
## Topic 9: yemeni, suicid, bomber, assassin, capit
## Topic 10: milit, soldier, armi, kill, troop
## Topic 11: attack, yemen, al-qaeda, air, leader
## Topic 12: al-qaida, yemeni, say, forc, town
## Topic 13: yemen, us, six, fighter, civilian
## Topic 14: kill, yemen, drone, suspect, --
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.061, relative change = 2.037e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.061, relative change = 1.784e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.060, relative change = 1.575e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.059, relative change = 1.703e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.059, relative change = 2.162e-04)
## Topic 1: middl, --, al-qa'idah, yemeni, militari
## Topic 2: --, -yemen, citi, saleh, presid
## Topic 3: clash, yemen, two, dead, three
## Topic 4: tribe, yemen, base, minist, blast
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, strike, polic, gunmen, offici
## Topic 7: --, qaeda, yemen, offici, raid
## Topic 8: offic, gunmen, --, secur, intellig
## Topic 9: yemeni, suicid, bomber, assassin, capit
## Topic 10: milit, soldier, armi, kill, troop
## Topic 11: attack, yemen, al-qaeda, air, leader
## Topic 12: al-qaida, yemeni, say, forc, town
## Topic 13: yemen, us, six, fighter, civilian
## Topic 14: kill, yemen, drone, --, tribal
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.058, relative change = 2.021e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.057, relative change = 1.499e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.057, relative change = 1.232e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -4.056, relative change = 1.032e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.056, relative change = 9.888e-05)
## Topic 1: middl, --, al-qa'idah, yemeni, militari
## Topic 2: --, -yemen, citi, saleh, presid
## Topic 3: clash, yemen, two, dead, three
## Topic 4: tribe, yemen, minist, base, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, strike, polic, offici, gunmen
## Topic 7: --, qaeda, yemen, offici, raid
## Topic 8: gunmen, offic, --, secur, intellig
## Topic 9: yemeni, suicid, bomber, assassin, ministri
## Topic 10: milit, soldier, armi, kill, troop
## Topic 11: attack, yemen, al-qaeda, air, --
## Topic 12: al-qaida, yemeni, say, forc, town
## Topic 13: yemen, us, six, fighter, civilian
## Topic 14: kill, yemen, drone, --, tribal
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.055, relative change = 9.911e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.055, relative change = 1.035e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -4.055, relative change = 1.081e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -4.054, relative change = 1.161e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.054, relative change = 1.242e-04)
## Topic 1: middl, --, al-qa'idah, yemeni, militari
## Topic 2: --, -yemen, citi, saleh, presid
## Topic 3: clash, yemen, two, dead, three
## Topic 4: tribe, yemen, minist, base, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, strike, polic, offici, yemen
## Topic 7: --, qaeda, yemen, offici, raid
## Topic 8: gunmen, offic, --, secur, intellig
## Topic 9: yemeni, suicid, bomber, ministri, assassin
## Topic 10: milit, soldier, armi, kill, troop
## Topic 11: attack, yemen, al-qaeda, air, --
## Topic 12: al-qaida, yemeni, forc, say, town
## Topic 13: yemen, us, six, fighter, civilian
## Topic 14: kill, yemen, drone, --, tribal
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -4.053, relative change = 1.327e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -4.052, relative change = 1.414e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -4.052, relative change = 1.249e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -4.051, relative change = 1.083e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.051, relative change = 1.141e-04)
## Topic 1: middl, --, al-qa'idah, yemeni, militari
## Topic 2: --, -yemen, citi, saleh, presid
## Topic 3: clash, yemen, two, dead, three
## Topic 4: tribe, minist, yemen, base, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, strike, polic, offici, drone
## Topic 7: --, qaeda, yemen, offici, raid
## Topic 8: gunmen, offic, --, secur, intellig
## Topic 9: yemeni, suicid, bomber, ministri, assassin
## Topic 10: milit, soldier, armi, kill, troop
## Topic 11: attack, yemen, al-qaeda, air, --
## Topic 12: al-qaida, yemeni, forc, say, --
## Topic 13: yemen, us, six, fighter, civilian
## Topic 14: kill, yemen, drone, --, tribal
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -4.050, relative change = 1.582e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -4.049, relative change = 2.803e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -4.048, relative change = 2.854e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -4.048, relative change = 1.322e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -4.047, relative change = 1.144e-04)
## Topic 1: middl, --, al-qa'idah, yemeni, militari
## Topic 2: --, -yemen, citi, saleh, presid
## Topic 3: clash, two, yemen, dead, three
## Topic 4: tribe, minist, base, yemen, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, strike, polic, drone, offici
## Topic 7: --, qaeda, yemen, offici, raid
## Topic 8: gunmen, offic, --, secur, intellig
## Topic 9: yemeni, suicid, ministri, bomber, assassin
## Topic 10: milit, soldier, armi, kill, troop
## Topic 11: attack, yemen, al-qaeda, air, --
## Topic 12: al-qaida, yemeni, forc, say, --
## Topic 13: yemen, us, six, fighter, civilian
## Topic 14: kill, yemen, drone, --, tribal
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 61 (approx. per word bound = -4.047, relative change = 1.186e-04)
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## Completing Iteration 62 (approx. per word bound = -4.046, relative change = 1.259e-04)
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## Completing Iteration 63 (approx. per word bound = -4.046, relative change = 1.328e-04)
## .....................................................................................................
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## Completing Iteration 64 (approx. per word bound = -4.045, relative change = 1.393e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 65 (approx. per word bound = -4.044, relative change = 1.407e-04)
## Topic 1: middl, --, al-qa'idah, yemeni, militari
## Topic 2: --, -yemen, citi, saleh, presid
## Topic 3: clash, two, yemen, dead, soldier
## Topic 4: tribe, --, minist, yemen, base
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, strike, polic, drone, yemen
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, --, secur, intellig
## Topic 9: yemeni, suicid, ministri, bomber, assassin
## Topic 10: milit, soldier, armi, kill, troop
## Topic 11: attack, yemen, al-qaeda, air, --
## Topic 12: al-qaida, yemeni, forc, say, --
## Topic 13: yemen, us, six, fighter, civilian
## Topic 14: kill, yemen, drone, --, tribal
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
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## Completing Iteration 66 (approx. per word bound = -4.044, relative change = 1.365e-04)
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## Completing Iteration 67 (approx. per word bound = -4.043, relative change = 1.380e-04)
## .....................................................................................................
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## Completing Iteration 68 (approx. per word bound = -4.043, relative change = 1.406e-04)
## .....................................................................................................
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## Completing Iteration 69 (approx. per word bound = -4.042, relative change = 1.413e-04)
## .....................................................................................................
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## Completing Iteration 70 (approx. per word bound = -4.042, relative change = 1.402e-04)
## Topic 1: middl, --, al-qa'idah, yemeni, militari
## Topic 2: --, -yemen, citi, saleh, armi
## Topic 3: clash, two, soldier, yemen, dead
## Topic 4: --, tribe, minist, escap, yemen
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, strike, drone, polic, yemen
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, --, secur, intellig
## Topic 9: yemeni, suicid, ministri, bomber, assassin
## Topic 10: milit, soldier, armi, kill, troop
## Topic 11: attack, yemen, al-qaeda, air, --
## Topic 12: al-qaida, yemeni, forc, say, --
## Topic 13: yemen, us, six, fighter, civilian
## Topic 14: kill, yemen, drone, --, tribal
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
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## Completing Iteration 71 (approx. per word bound = -4.041, relative change = 1.383e-04)
## .....................................................................................................
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## Completing Iteration 72 (approx. per word bound = -4.041, relative change = 1.387e-04)
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## Completing Iteration 73 (approx. per word bound = -4.040, relative change = 1.387e-04)
## .....................................................................................................
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## Completing Iteration 74 (approx. per word bound = -4.039, relative change = 1.331e-04)
## .....................................................................................................
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## Completing Iteration 75 (approx. per word bound = -4.039, relative change = 1.245e-04)
## Topic 1: middl, --, yemeni, al-qa'idah, militari
## Topic 2: --, -yemen, citi, saleh, armi
## Topic 3: clash, soldier, two, dead, yemen
## Topic 4: --, tribe, minist, escap, yemen
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, rampag
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, --, secur, intellig
## Topic 9: yemeni, suicid, ministri, bomber, assassin
## Topic 10: milit, armi, soldier, kill, troop
## Topic 11: attack, yemen, --, al-qaeda, air
## Topic 12: al-qaida, yemeni, forc, say, --
## Topic 13: us, yemen, six, fighter, civilian
## Topic 14: kill, yemen, --, tribal, drone
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
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## Completing Iteration 76 (approx. per word bound = -4.038, relative change = 1.142e-04)
## .....................................................................................................
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## Completing Iteration 77 (approx. per word bound = -4.038, relative change = 1.026e-04)
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## Completing Iteration 78 (approx. per word bound = -4.038, relative change = 9.789e-05)
## .....................................................................................................
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## Completing Iteration 79 (approx. per word bound = -4.037, relative change = 1.021e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 80 (approx. per word bound = -4.037, relative change = 1.081e-04)
## Topic 1: middl, yemeni, --, al-qa'idah, militari
## Topic 2: --, -yemen, citi, armi, saleh
## Topic 3: clash, soldier, two, dead, yemen
## Topic 4: --, tribe, minist, yemen, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, rampag
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, --, secur, intellig
## Topic 9: yemeni, suicid, ministri, bomber, fight
## Topic 10: milit, armi, kill, soldier, troop
## Topic 11: attack, yemen, --, al-qaeda, air
## Topic 12: al-qaida, yemeni, forc, say, --
## Topic 13: us, yemen, six, fighter, civilian
## Topic 14: kill, yemen, --, tribal, nine
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
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## Completing Iteration 81 (approx. per word bound = -4.036, relative change = 1.155e-04)
## .....................................................................................................
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## Completing Iteration 82 (approx. per word bound = -4.036, relative change = 1.254e-04)
## .....................................................................................................
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## Completing Iteration 83 (approx. per word bound = -4.035, relative change = 1.317e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 84 (approx. per word bound = -4.035, relative change = 1.292e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 85 (approx. per word bound = -4.034, relative change = 1.371e-04)
## Topic 1: middl, yemeni, al-qa'idah, --, militari
## Topic 2: --, -yemen, citi, armi, saleh
## Topic 3: soldier, clash, two, dead, three
## Topic 4: --, tribe, minist, yemen, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, rampag
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, --, secur, intellig
## Topic 9: yemeni, suicid, ministri, bomber, fight
## Topic 10: milit, kill, armi, soldier, troop
## Topic 11: attack, yemen, --, al-qaeda, air
## Topic 12: al-qaida, yemeni, forc, say, --
## Topic 13: us, yemen, six, fighter, civilian
## Topic 14: kill, yemen, --, tribal, nine
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
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## Completing Iteration 86 (approx. per word bound = -4.034, relative change = 1.439e-04)
## .....................................................................................................
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## Completing Iteration 87 (approx. per word bound = -4.033, relative change = 1.553e-04)
## .....................................................................................................
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## Completing Iteration 88 (approx. per word bound = -4.032, relative change = 1.683e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 89 (approx. per word bound = -4.032, relative change = 1.615e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 90 (approx. per word bound = -4.031, relative change = 1.480e-04)
## Topic 1: middl, yemeni, al-qa'idah, --, militari
## Topic 2: --, -yemen, citi, armi, saleh
## Topic 3: soldier, clash, two, dead, three
## Topic 4: --, tribe, minist, yemen, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, rampag
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, --, secur, intellig
## Topic 9: yemeni, suicid, ministri, bomber, fight
## Topic 10: milit, kill, armi, troop, soldier
## Topic 11: attack, yemen, --, al-qaeda, air
## Topic 12: al-qaida, forc, yemeni, say, --
## Topic 13: us, yemen, six, raid, fighter
## Topic 14: kill, yemen, --, tribal, nine
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
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## Completing Iteration 91 (approx. per word bound = -4.031, relative change = 1.322e-04)
## .....................................................................................................
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## Completing Iteration 92 (approx. per word bound = -4.030, relative change = 1.179e-04)
## .....................................................................................................
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## Completing Iteration 93 (approx. per word bound = -4.030, relative change = 1.093e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 94 (approx. per word bound = -4.029, relative change = 1.087e-04)
## .....................................................................................................
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## Completing Iteration 95 (approx. per word bound = -4.029, relative change = 6.309e-05)
## Topic 1: middl, yemeni, al-qa'idah, --, militari
## Topic 2: --, -yemen, citi, armi, saleh
## Topic 3: soldier, clash, two, dead, three
## Topic 4: --, tribe, yemen, minist, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, rampag
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, --, secur, intellig
## Topic 9: yemeni, suicid, ministri, bomber, fight
## Topic 10: milit, kill, armi, troop, soldier
## Topic 11: attack, yemen, --, al-qaeda, leader
## Topic 12: al-qaida, forc, say, yemeni, --
## Topic 13: us, yemen, six, air, raid
## Topic 14: kill, yemen, --, tribal, nine
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
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## Completing Iteration 96 (approx. per word bound = -4.029, relative change = 8.313e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 97 (approx. per word bound = -4.028, relative change = 7.793e-05)
## .....................................................................................................
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## Completing Iteration 98 (approx. per word bound = -4.028, relative change = 6.495e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 99 (approx. per word bound = -4.028, relative change = 5.145e-05)
## .....................................................................................................
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## Completing Iteration 100 (approx. per word bound = -4.028, relative change = 4.485e-05)
## Topic 1: middl, yemeni, al-qa'idah, --, militari
## Topic 2: --, -yemen, citi, armi, saleh
## Topic 3: soldier, clash, two, dead, three
## Topic 4: --, tribe, yemen, minist, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, foreign
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, --, secur, intellig
## Topic 9: yemeni, suicid, ministri, bomber, fight
## Topic 10: milit, kill, armi, troop, soldier
## Topic 11: attack, yemen, --, al-qaeda, leader
## Topic 12: al-qaida, forc, say, yemeni, --
## Topic 13: us, yemen, air, six, raid
## Topic 14: kill, yemen, --, tribal, nine
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 101 (approx. per word bound = -4.027, relative change = 4.316e-05)
## .....................................................................................................
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## Completing Iteration 102 (approx. per word bound = -4.027, relative change = 4.220e-05)
## .....................................................................................................
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## Completing Iteration 103 (approx. per word bound = -4.027, relative change = 4.001e-05)
## .....................................................................................................
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## Completing Iteration 104 (approx. per word bound = -4.027, relative change = 3.088e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 105 (approx. per word bound = -4.027, relative change = 2.948e-05)
## Topic 1: middl, yemeni, al-qa'idah, --, militari
## Topic 2: --, -yemen, citi, armi, saleh
## Topic 3: soldier, clash, two, dead, three
## Topic 4: --, tribe, yemen, minist, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, foreign
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, --, secur, intellig
## Topic 9: yemeni, suicid, ministri, --, fight
## Topic 10: milit, kill, armi, troop, soldier
## Topic 11: attack, yemen, --, al-qaeda, leader
## Topic 12: al-qaida, forc, say, yemeni, --
## Topic 13: us, yemen, air, six, raid
## Topic 14: kill, yemen, --, tribal, nine
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 106 (approx. per word bound = -4.027, relative change = 3.204e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 107 (approx. per word bound = -4.027, relative change = 4.223e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 108 (approx. per word bound = -4.026, relative change = 6.846e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 109 (approx. per word bound = -4.026, relative change = 9.756e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 110 (approx. per word bound = -4.026, relative change = 6.351e-05)
## Topic 1: middl, yemeni, al-qa'idah, --, militari
## Topic 2: --, -yemen, citi, armi, saleh
## Topic 3: soldier, clash, two, dead, three
## Topic 4: --, yemen, tribe, minist, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, foreign
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, --, secur, intellig
## Topic 9: yemeni, suicid, ministri, --, fight
## Topic 10: milit, kill, armi, troop, die
## Topic 11: attack, yemen, --, al-qaeda, leader
## Topic 12: al-qaida, forc, say, yemeni, --
## Topic 13: us, yemen, air, six, raid
## Topic 14: kill, yemen, --, tribal, nine
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 111 (approx. per word bound = -4.025, relative change = 4.217e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 112 (approx. per word bound = -4.025, relative change = 3.909e-05)
## .....................................................................................................
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## Completing Iteration 113 (approx. per word bound = -4.025, relative change = 3.799e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 114 (approx. per word bound = -4.025, relative change = 3.474e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 115 (approx. per word bound = -4.025, relative change = 3.299e-05)
## Topic 1: middl, yemeni, al-qa'idah, --, militari
## Topic 2: --, -yemen, citi, armi, saleh
## Topic 3: soldier, clash, two, dead, three
## Topic 4: --, yemen, tribe, minist, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, foreign
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, secur, --, intellig
## Topic 9: yemeni, suicid, ministri, --, fight
## Topic 10: kill, milit, armi, troop, die
## Topic 11: attack, --, yemen, al-qaeda, leader
## Topic 12: al-qaida, forc, say, yemeni, --
## Topic 13: us, yemen, air, six, raid
## Topic 14: kill, yemen, --, tribal, nine
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 116 (approx. per word bound = -4.025, relative change = 3.523e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 117 (approx. per word bound = -4.025, relative change = 3.739e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 118 (approx. per word bound = -4.024, relative change = 3.796e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 119 (approx. per word bound = -4.024, relative change = 2.628e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 120 (approx. per word bound = -4.024, relative change = 2.143e-05)
## Topic 1: middl, yemeni, al-qa'idah, --, militari
## Topic 2: --, -yemen, citi, armi, saleh
## Topic 3: soldier, clash, two, dead, three
## Topic 4: --, yemen, tribe, minist, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, foreign
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, secur, --, intellig
## Topic 9: suicid, yemeni, ministri, --, fight
## Topic 10: kill, milit, armi, troop, die
## Topic 11: attack, --, yemen, al-qaeda, leader
## Topic 12: al-qaida, forc, say, yemeni, --
## Topic 13: us, yemen, air, six, raid
## Topic 14: kill, yemen, --, tribal, nine
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 121 (approx. per word bound = -4.024, relative change = 1.903e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 122 (approx. per word bound = -4.024, relative change = 1.694e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 123 (approx. per word bound = -4.024, relative change = 1.746e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 124 (approx. per word bound = -4.024, relative change = 2.466e-05)
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## Completed E-Step (0 seconds).
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## Completing Iteration 125 (approx. per word bound = -4.024, relative change = 4.040e-05)
## Topic 1: middl, yemeni, al-qa'idah, --, militari
## Topic 2: --, -yemen, citi, armi, saleh
## Topic 3: soldier, clash, two, dead, three
## Topic 4: --, yemen, tribe, minist, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, foreign
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, secur, --, intellig
## Topic 9: suicid, yemeni, ministri, --, fight
## Topic 10: kill, milit, armi, troop, die
## Topic 11: attack, --, yemen, al-qaeda, leader
## Topic 12: al-qaida, forc, say, yemeni, --
## Topic 13: us, yemen, air, six, raid
## Topic 14: kill, yemen, --, tribal, nine
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 126 (approx. per word bound = -4.024, relative change = 6.192e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 127 (approx. per word bound = -4.023, relative change = 6.904e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 128 (approx. per word bound = -4.023, relative change = 3.565e-05)
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## Completing Iteration 129 (approx. per word bound = -4.023, relative change = 2.056e-05)
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## Completed E-Step (0 seconds).
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## Completing Iteration 130 (approx. per word bound = -4.023, relative change = 1.884e-05)
## Topic 1: middl, yemeni, al-qa'idah, --, militari
## Topic 2: --, -yemen, citi, armi, saleh
## Topic 3: soldier, clash, two, dead, three
## Topic 4: --, yemen, tribe, minist, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, foreign
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, secur, --, intellig
## Topic 9: suicid, yemeni, --, ministri, fight
## Topic 10: kill, milit, armi, troop, die
## Topic 11: attack, --, yemen, al-qaeda, leader
## Topic 12: al-qaida, forc, say, yemeni, --
## Topic 13: us, yemen, air, six, raid
## Topic 14: kill, yemen, --, tribal, nine
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -4.023, relative change = 2.130e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 132 (approx. per word bound = -4.023, relative change = 2.668e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 133 (approx. per word bound = -4.023, relative change = 3.219e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 134 (approx. per word bound = -4.023, relative change = 3.477e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 135 (approx. per word bound = -4.022, relative change = 3.698e-05)
## Topic 1: yemeni, middl, al-qa'idah, --, militari
## Topic 2: --, -yemen, citi, armi, saleh
## Topic 3: soldier, clash, two, dead, three
## Topic 4: --, yemen, tribe, minist, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, foreign
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, secur, --, intellig
## Topic 9: suicid, yemeni, --, ministri, fight
## Topic 10: milit, kill, armi, troop, extremist
## Topic 11: attack, --, yemen, al-qaeda, leader
## Topic 12: al-qaida, forc, say, yemeni, --
## Topic 13: us, yemen, air, six, raid
## Topic 14: kill, yemen, --, tribal, nine
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 136 (approx. per word bound = -4.022, relative change = 3.777e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 137 (approx. per word bound = -4.022, relative change = 3.342e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 138 (approx. per word bound = -4.022, relative change = 2.991e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 139 (approx. per word bound = -4.022, relative change = 3.371e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 140 (approx. per word bound = -4.022, relative change = 4.395e-05)
## Topic 1: yemeni, middl, al-qa'idah, --, militari
## Topic 2: --, -yemen, citi, armi, saleh
## Topic 3: soldier, clash, two, dead, three
## Topic 4: --, yemen, tribe, minist, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, foreign
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, secur, --, intellig
## Topic 9: suicid, yemeni, --, ministri, fight
## Topic 10: milit, kill, armi, troop, extremist
## Topic 11: attack, --, yemen, al-qaeda, leader
## Topic 12: al-qaida, forc, say, yemeni, --
## Topic 13: us, yemen, air, six, raid
## Topic 14: kill, yemen, --, tribal, nine
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 141 (approx. per word bound = -4.021, relative change = 3.782e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 142 (approx. per word bound = -4.021, relative change = 1.946e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 143 (approx. per word bound = -4.021, relative change = 1.257e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 144 (approx. per word bound = -4.021, relative change = 1.063e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 145 (approx. per word bound = -4.021, relative change = 1.014e-05)
## Topic 1: yemeni, middl, al-qa'idah, --, militari
## Topic 2: --, -yemen, citi, armi, saleh
## Topic 3: soldier, clash, two, dead, three
## Topic 4: --, yemen, tribe, minist, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, foreign
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, secur, --, intellig
## Topic 9: suicid, --, yemeni, ministri, fight
## Topic 10: milit, kill, armi, troop, extremist
## Topic 11: attack, --, yemen, al-qaeda, leader
## Topic 12: al-qaida, forc, say, yemeni, --
## Topic 13: us, yemen, air, six, raid
## Topic 14: kill, yemen, --, tribal, nine
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 146 (approx. per word bound = -4.021, relative change = 1.079e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 147 (approx. per word bound = -4.021, relative change = 1.659e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 148 (approx. per word bound = -4.021, relative change = 4.344e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 149 (approx. per word bound = -4.020, relative change = 1.602e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 150 (approx. per word bound = -4.020, relative change = 1.852e-04)
## Topic 1: yemeni, middl, al-qa'idah, --, militari
## Topic 2: --, -yemen, citi, armi, saleh
## Topic 3: soldier, clash, two, dead, three
## Topic 4: --, yemen, tribe, minist, peopl
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, foreign
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, secur, --, intellig
## Topic 9: suicid, --, yemeni, ministri, fight
## Topic 10: milit, kill, armi, troop, extremist
## Topic 11: attack, --, yemen, al-qaeda, leader
## Topic 12: al-qaida, forc, say, yemeni, --
## Topic 13: us, yemen, air, six, raid
## Topic 14: kill, yemen, --, tribal, nine
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 151 (approx. per word bound = -4.019, relative change = 5.192e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 152 (approx. per word bound = -4.019, relative change = 5.000e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 153 (approx. per word bound = -4.019, relative change = 2.386e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 154 (approx. per word bound = -4.019, relative change = 1.028e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 155 (approx. per word bound = -4.019, relative change = 1.007e-05)
## Topic 1: yemeni, middl, al-qa'idah, --, militari
## Topic 2: --, -yemen, citi, armi, saleh
## Topic 3: soldier, clash, two, dead, three
## Topic 4: --, yemen, tribe, minist, peopl
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, foreign
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, secur, --, intellig
## Topic 9: suicid, --, yemeni, ministri, fight
## Topic 10: milit, kill, armi, troop, -two
## Topic 11: attack, --, yemen, al-qaeda, leader
## Topic 12: al-qaida, forc, say, yemeni, --
## Topic 13: us, yemen, air, six, raid
## Topic 14: kill, yemen, --, tribal, nine
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 156 (approx. per word bound = -4.019, relative change = 1.398e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 157 (approx. per word bound = -4.019, relative change = 1.588e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 158 (approx. per word bound = -4.019, relative change = 1.425e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 159 (approx. per word bound = -4.019, relative change = 1.445e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 160 (approx. per word bound = -4.019, relative change = 2.117e-05)
## Topic 1: yemeni, middl, al-qa'idah, --, militari
## Topic 2: --, -yemen, citi, armi, saleh
## Topic 3: soldier, clash, two, dead, three
## Topic 4: --, yemen, tribe, minist, peopl
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, foreign
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, secur, --, offici
## Topic 9: suicid, --, ministri, yemeni, fight
## Topic 10: milit, kill, armi, troop, -two
## Topic 11: attack, --, yemen, al-qaeda, leader
## Topic 12: al-qaida, forc, say, yemeni, --
## Topic 13: us, yemen, air, six, raid
## Topic 14: kill, yemen, --, tribal, nine
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 161 (approx. per word bound = -4.019, relative change = 3.211e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 162 (approx. per word bound = -4.018, relative change = 4.601e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 163 (approx. per word bound = -4.018, relative change = 5.789e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 164 (approx. per word bound = -4.018, relative change = 5.707e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 165 (approx. per word bound = -4.018, relative change = 5.053e-05)
## Topic 1: yemeni, middl, al-qa'idah, --, militari
## Topic 2: --, -yemen, citi, armi, saleh
## Topic 3: soldier, clash, two, dead, three
## Topic 4: --, yemen, minist, peopl, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, foreign
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, secur, --, offici
## Topic 9: suicid, --, ministri, yemeni, fight
## Topic 10: milit, kill, armi, troop, -two
## Topic 11: attack, --, yemen, al-qaeda, leader
## Topic 12: al-qaida, forc, say, yemeni, --
## Topic 13: us, yemen, air, six, raid
## Topic 14: kill, yemen, --, tribal, nine
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 166 (approx. per word bound = -4.018, relative change = 5.068e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 167 (approx. per word bound = -4.017, relative change = 5.151e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 168 (approx. per word bound = -4.017, relative change = 4.820e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 169 (approx. per word bound = -4.017, relative change = 4.870e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 170 (approx. per word bound = -4.017, relative change = 5.221e-05)
## Topic 1: yemeni, middl, al-qa'idah, --, militari
## Topic 2: --, -yemen, citi, armi, saleh
## Topic 3: soldier, clash, two, dead, three
## Topic 4: --, yemen, minist, peopl, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, foreign
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, secur, --, offici
## Topic 9: suicid, --, ministri, yemeni, fight
## Topic 10: milit, kill, armi, troop, -two
## Topic 11: attack, --, yemen, al-qaeda, leader
## Topic 12: al-qaida, forc, say, yemeni, --
## Topic 13: us, yemen, air, six, raid
## Topic 14: kill, yemen, --, tribal, nine
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 171 (approx. per word bound = -4.016, relative change = 5.841e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 172 (approx. per word bound = -4.016, relative change = 5.042e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 173 (approx. per word bound = -4.016, relative change = 3.609e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 174 (approx. per word bound = -4.016, relative change = 4.147e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 175 (approx. per word bound = -4.016, relative change = 3.656e-05)
## Topic 1: yemeni, middl, al-qa'idah, --, militari
## Topic 2: --, -yemen, citi, armi, saleh
## Topic 3: soldier, clash, two, three, four
## Topic 4: --, yemen, minist, peopl, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, tribal
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, secur, --, offici
## Topic 9: suicid, --, ministri, yemeni, fight
## Topic 10: milit, kill, armi, troop, -two
## Topic 11: attack, --, yemen, al-qaeda, leader
## Topic 12: al-qaida, yemeni, forc, say, --
## Topic 13: us, yemen, air, six, raid
## Topic 14: kill, yemen, --, tribal, nine
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 176 (approx. per word bound = -4.016, relative change = 2.971e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 177 (approx. per word bound = -4.016, relative change = 2.046e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 178 (approx. per word bound = -4.016, relative change = 1.998e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 179 (approx. per word bound = -4.015, relative change = 2.087e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 180 (approx. per word bound = -4.015, relative change = 1.703e-05)
## Topic 1: yemeni, middl, al-qa'idah, --, militari
## Topic 2: --, -yemen, armi, citi, tribe
## Topic 3: soldier, clash, two, three, four
## Topic 4: --, yemen, minist, peopl, escap
## Topic 5: bomb, ambush, al, car, general
## Topic 6: suspect, drone, strike, polic, tribal
## Topic 7: --, qaeda, yemen, offici, local
## Topic 8: gunmen, offic, secur, --, offici
## Topic 9: suicid, --, ministri, yemeni, fight
## Topic 10: milit, kill, armi, troop, -two
## Topic 11: attack, --, yemen, al-qaeda, leader
## Topic 12: al-qaida, yemeni, forc, say, --
## Topic 13: us, yemen, air, six, raid
## Topic 14: kill, yemen, --, nine, tribal
## Topic 15: --, aden, secur, gulf, threat
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 181 (approx. per word bound = -4.015, relative change = 1.376e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 182 (approx. per word bound = -4.015, relative change = 1.010e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ................
## Recovering initialization...
## ......
## Initialization complete.
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.887)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.584, relative change = 6.193e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.403, relative change = 3.945e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.318, relative change = 1.943e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.250, relative change = 1.559e-02)
## Topic 1: --, yemen, middl, minist, defenc
## Topic 2: --, saleh, -yemen, yemen, protest
## Topic 3: suspect, kill, medic, soldier, found
## Topic 4: yemen, --, milit, clash, drone
## Topic 5: kill, qaeda, six, us, citi
## Topic 6: --, two, al-qaida, yemen, soldier
## Topic 7: qaeda, attack, offici, gunmen, four
## Topic 8: yemen, qaeda, strike, --, raid
## Topic 9: offic, gunmen, kill, intellig, middl
## Topic 10: dead, forc, three, al-qaeda, polic
## Topic 11: yemeni, --, armi, yemen, milit
## Topic 12: middl, al-qa'idah, kill, fighter, element
## Topic 13: air, yemen, --, say, fight
## Topic 14: yemen, kill, --, soldier, bomb
## Topic 15: secur, aden, gulf, threat, critic
## Topic 16: kill, yemen, ambush, soldier, --
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.207, relative change = 1.020e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.178, relative change = 6.796e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.157, relative change = 5.027e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.140, relative change = 4.156e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.125, relative change = 3.548e-03)
## Topic 1: --, yemen, citi, middl, escap
## Topic 2: -yemen, --, saleh, provinc, protest
## Topic 3: suspect, kill, airstrik, found, qaeda
## Topic 4: yemen, milit, --, clash, armi
## Topic 5: kill, qaeda, six, chief, tribesmen
## Topic 6: --, two, yemen, al-qaida, kill
## Topic 7: qaeda, attack, offici, gunmen, four
## Topic 8: yemen, strike, --, drone, qaeda
## Topic 9: offic, gunmen, intellig, suicid, kill
## Topic 10: dead, three, forc, al-qaeda, polic
## Topic 11: yemeni, --, armi, ministri, town
## Topic 12: middl, al-qa'idah, kill, fighter, abyan
## Topic 13: yemen, air, --, say, fight
## Topic 14: soldier, yemen, kill, --, bomb
## Topic 15: secur, aden, --, gulf, threat
## Topic 16: yemen, kill, ambush, --, qaeda
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.114, relative change = 2.749e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.104, relative change = 2.332e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.097, relative change = 1.891e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.091, relative change = 1.455e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.086, relative change = 1.129e-03)
## Topic 1: --, yemen, citi, middl, escap
## Topic 2: -yemen, --, saleh, provinc, presid
## Topic 3: suspect, kill, airstrik, found, qaeda
## Topic 4: yemen, milit, --, clash, armi
## Topic 5: kill, qaeda, six, chief, tribesmen
## Topic 6: --, two, yemen, al-qaida, kill
## Topic 7: attack, offici, qaeda, four, gunmen
## Topic 8: drone, yemen, strike, --, us
## Topic 9: offic, gunmen, intellig, middl, kill
## Topic 10: dead, three, al-qaeda, polic, forc
## Topic 11: yemeni, --, armi, ministri, town
## Topic 12: middl, al-qa'idah, kill, fighter, abyan
## Topic 13: yemen, air, --, say, fight
## Topic 14: soldier, yemen, kill, --, bomb
## Topic 15: secur, aden, --, gulf, threat
## Topic 16: yemen, ambush, kill, --, qaeda
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.082, relative change = 9.889e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.079, relative change = 8.384e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.076, relative change = 6.894e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.073, relative change = 5.827e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.071, relative change = 5.392e-04)
## Topic 1: --, yemen, citi, middl, escap
## Topic 2: -yemen, --, saleh, presid, provinc
## Topic 3: suspect, kill, airstrik, found, qaeda
## Topic 4: yemen, --, milit, clash, armi
## Topic 5: kill, qaeda, six, tribesmen, chief
## Topic 6: --, two, yemen, al-qaida, kill
## Topic 7: attack, offici, qaeda, four, battl
## Topic 8: drone, strike, yemen, --, us
## Topic 9: gunmen, offic, intellig, middl, kill
## Topic 10: dead, three, al-qaeda, polic, yemen
## Topic 11: yemeni, --, armi, ministri, al-qaida
## Topic 12: middl, al-qa'idah, kill, fighter, abyan
## Topic 13: yemen, air, --, say, fight
## Topic 14: soldier, yemen, kill, --, bomb
## Topic 15: secur, aden, --, gulf, threat
## Topic 16: ambush, yemen, --, kill, qaeda
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.069, relative change = 4.604e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.068, relative change = 4.279e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.066, relative change = 4.592e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.064, relative change = 4.604e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.062, relative change = 3.649e-04)
## Topic 1: yemen, --, citi, middl, escap
## Topic 2: -yemen, --, saleh, presid, provinc
## Topic 3: suspect, kill, airstrik, execut, found
## Topic 4: yemen, --, milit, clash, armi
## Topic 5: kill, qaeda, six, tribesmen, chief
## Topic 6: --, two, yemen, kill, al-qaida
## Topic 7: attack, offici, qaeda, four, yemen
## Topic 8: drone, strike, yemen, --, us
## Topic 9: gunmen, offic, intellig, kill, senior
## Topic 10: dead, three, polic, yemen, al-qaeda
## Topic 11: yemeni, --, armi, al-qaida, ministri
## Topic 12: middl, al-qa'idah, kill, fighter, abyan
## Topic 13: yemen, --, air, say, raid
## Topic 14: soldier, yemen, kill, --, bomb
## Topic 15: secur, --, aden, gulf, threat
## Topic 16: ambush, yemen, --, kill, qaeda
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.061, relative change = 3.208e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.060, relative change = 3.356e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.058, relative change = 3.785e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.057, relative change = 4.097e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.055, relative change = 3.822e-04)
## Topic 1: --, yemen, citi, escap, middl
## Topic 2: -yemen, --, saleh, presid, provinc
## Topic 3: suspect, kill, execut, airstrik, found
## Topic 4: yemen, --, milit, clash, armi
## Topic 5: kill, qaeda, six, tribesmen, anti-terror
## Topic 6: --, two, yemen, kill, violenc
## Topic 7: attack, offici, qaeda, four, yemen
## Topic 8: drone, strike, yemen, --, us
## Topic 9: gunmen, offic, intellig, kill, senior
## Topic 10: dead, three, yemen, polic, al-qaeda
## Topic 11: yemeni, armi, --, al-qaida, ministri
## Topic 12: middl, al-qa'idah, kill, fighter, abyan
## Topic 13: yemen, --, air, raid, say
## Topic 14: soldier, yemen, kill, --, bomb
## Topic 15: secur, --, aden, gulf, threat
## Topic 16: ambush, --, yemen, qaeda, kill
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.053, relative change = 3.757e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.052, relative change = 3.727e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.050, relative change = 3.914e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.049, relative change = 3.790e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.047, relative change = 3.717e-04)
## Topic 1: --, yemen, citi, escap, middl
## Topic 2: -yemen, --, saleh, presid, provinc
## Topic 3: suspect, kill, execut, airstrik, found
## Topic 4: yemen, --, milit, clash, armi
## Topic 5: kill, qaeda, six, tribesmen, anti-terror
## Topic 6: --, two, yemen, kill, violenc
## Topic 7: attack, offici, qaeda, four, battl
## Topic 8: drone, strike, yemen, --, us
## Topic 9: gunmen, offic, intellig, senior, wound
## Topic 10: dead, yemen, three, polic, al-qaeda
## Topic 11: yemeni, armi, --, al-qaida, ministri
## Topic 12: middl, al-qa'idah, kill, fighter, abyan
## Topic 13: yemen, --, air, raid, say
## Topic 14: soldier, yemen, kill, --, bomb
## Topic 15: secur, aden, --, gulf, threat
## Topic 16: ambush, --, qaeda, yemen, kill
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.046, relative change = 3.847e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.044, relative change = 4.243e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.043, relative change = 3.523e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.041, relative change = 3.422e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.040, relative change = 3.593e-04)
## Topic 1: --, yemen, citi, escap, middl
## Topic 2: -yemen, --, saleh, milit, presid
## Topic 3: suspect, kill, execut, airstrik, qaeda
## Topic 4: yemen, --, milit, clash, armi
## Topic 5: kill, qaeda, six, tribesmen, anti-terror
## Topic 6: --, two, yemen, kill, violenc
## Topic 7: attack, offici, four, qaeda, battl
## Topic 8: drone, strike, yemen, --, us
## Topic 9: gunmen, offic, intellig, senior, wound
## Topic 10: dead, yemen, polic, three, al-qaeda
## Topic 11: yemeni, armi, al-qaida, --, secur
## Topic 12: middl, al-qa'idah, kill, yemeni, fighter
## Topic 13: yemen, --, air, raid, say
## Topic 14: soldier, yemen, kill, bomb, --
## Topic 15: secur, aden, --, gulf, threat
## Topic 16: ambush, --, qaeda, yemen, kill
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.038, relative change = 3.562e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.037, relative change = 3.441e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.036, relative change = 3.372e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -4.034, relative change = 2.799e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.034, relative change = 2.374e-04)
## Topic 1: --, yemen, citi, escap, middl
## Topic 2: -yemen, --, saleh, milit, presid
## Topic 3: suspect, kill, execut, airstrik, qaeda
## Topic 4: yemen, --, milit, clash, armi
## Topic 5: kill, qaeda, six, tribesmen, net
## Topic 6: --, yemen, two, kill, violenc
## Topic 7: attack, offici, four, qaeda, battl
## Topic 8: drone, strike, yemen, --, us
## Topic 9: gunmen, offic, intellig, yemen, senior
## Topic 10: dead, yemen, polic, three, al-qaeda
## Topic 11: yemeni, armi, al-qaida, --, secur
## Topic 12: middl, al-qa'idah, yemeni, kill, fighter
## Topic 13: yemen, --, air, raid, say
## Topic 14: soldier, yemen, kill, bomb, --
## Topic 15: secur, aden, --, gulf, threat
## Topic 16: ambush, qaeda, --, yemen, kill
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.033, relative change = 2.258e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.032, relative change = 2.475e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -4.030, relative change = 3.010e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -4.029, relative change = 3.651e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.028, relative change = 2.640e-04)
## Topic 1: --, yemen, citi, escap, middl
## Topic 2: -yemen, --, saleh, milit, presid
## Topic 3: suspect, kill, execut, airstrik, qaeda
## Topic 4: yemen, --, milit, clash, armi
## Topic 5: kill, qaeda, six, tribesmen, net
## Topic 6: --, yemen, two, kill, violenc
## Topic 7: attack, offici, four, battl, local
## Topic 8: drone, strike, yemen, --, us
## Topic 9: gunmen, offic, intellig, yemen, senior
## Topic 10: dead, yemen, polic, al-qaeda, three
## Topic 11: yemeni, armi, al-qaida, --, secur
## Topic 12: middl, al-qa'idah, yemeni, kill, fighter
## Topic 13: yemen, --, air, raid, say
## Topic 14: soldier, yemen, kill, bomb, suicid
## Topic 15: aden, secur, --, gulf, threat
## Topic 16: ambush, qaeda, --, two, general
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -4.027, relative change = 2.515e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -4.026, relative change = 2.360e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -4.025, relative change = 2.188e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -4.024, relative change = 2.007e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.023, relative change = 1.819e-04)
## Topic 1: --, yemen, citi, escap, middl
## Topic 2: -yemen, --, saleh, milit, presid
## Topic 3: suspect, kill, execut, airstrik, qaeda
## Topic 4: yemen, --, milit, clash, troop
## Topic 5: kill, qaeda, six, tribesmen, net
## Topic 6: --, yemen, two, kill, violenc
## Topic 7: attack, offici, four, battl, local
## Topic 8: drone, strike, yemen, --, us
## Topic 9: gunmen, offic, intellig, yemen, secur
## Topic 10: dead, yemen, polic, al-qaeda, three
## Topic 11: yemeni, armi, al-qaida, --, ministri
## Topic 12: middl, al-qa'idah, yemeni, kill, forc
## Topic 13: yemen, --, air, raid, al
## Topic 14: soldier, yemen, kill, bomb, suicid
## Topic 15: aden, secur, --, gulf, threat
## Topic 16: ambush, qaeda, --, two, general
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -4.023, relative change = 1.637e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -4.022, relative change = 1.520e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -4.022, relative change = 1.437e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -4.021, relative change = 1.322e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -4.021, relative change = 1.286e-04)
## Topic 1: --, yemen, citi, escap, minist
## Topic 2: -yemen, --, saleh, milit, presid
## Topic 3: suspect, kill, execut, qaeda, airstrik
## Topic 4: yemen, --, milit, clash, troop
## Topic 5: kill, qaeda, six, tribesmen, net
## Topic 6: --, yemen, two, kill, violenc
## Topic 7: attack, offici, four, battl, local
## Topic 8: drone, strike, yemen, --, us
## Topic 9: gunmen, offic, intellig, secur, yemen
## Topic 10: dead, yemen, al-qaeda, polic, three
## Topic 11: yemeni, armi, al-qaida, --, ministri
## Topic 12: middl, yemeni, al-qa'idah, kill, forc
## Topic 13: yemen, --, air, raid, al
## Topic 14: soldier, yemen, kill, bomb, suicid
## Topic 15: aden, secur, --, gulf, threat
## Topic 16: ambush, qaeda, --, two, general
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -4.020, relative change = 1.420e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -4.019, relative change = 1.325e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -4.019, relative change = 1.287e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -4.018, relative change = 1.271e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -4.018, relative change = 1.204e-04)
## Topic 1: --, yemen, citi, escap, minist
## Topic 2: -yemen, --, saleh, milit, presid
## Topic 3: suspect, kill, execut, qaeda, airstrik
## Topic 4: yemen, --, milit, clash, troop
## Topic 5: kill, qaeda, six, tribesmen, onslaught
## Topic 6: --, yemen, two, kill, among
## Topic 7: attack, offici, four, battl, local
## Topic 8: drone, strike, yemen, --, us
## Topic 9: gunmen, offic, intellig, secur, yemen
## Topic 10: yemen, dead, al-qaeda, three, polic
## Topic 11: yemeni, armi, al-qaida, --, ministri
## Topic 12: middl, yemeni, al-qa'idah, kill, forc
## Topic 13: yemen, air, --, al, raid
## Topic 14: soldier, kill, yemen, bomb, suicid
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: ambush, qaeda, two, --, general
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -4.018, relative change = 1.032e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -4.017, relative change = 8.579e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -4.017, relative change = 7.749e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -4.017, relative change = 7.409e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -4.016, relative change = 6.986e-05)
## Topic 1: --, yemen, citi, escap, minist
## Topic 2: -yemen, --, milit, saleh, presid
## Topic 3: suspect, kill, qaeda, execut, airstrik
## Topic 4: yemen, --, milit, clash, troop
## Topic 5: kill, qaeda, six, tribesmen, onslaught
## Topic 6: --, yemen, kill, two, among
## Topic 7: attack, offici, four, battl, local
## Topic 8: drone, strike, yemen, --, milit
## Topic 9: gunmen, offic, intellig, secur, yemen
## Topic 10: yemen, dead, al-qaeda, three, polic
## Topic 11: armi, yemeni, al-qaida, --, ministri
## Topic 12: middl, yemeni, al-qa'idah, kill, forc
## Topic 13: yemen, air, --, al, raid
## Topic 14: soldier, kill, yemen, bomb, suicid
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: ambush, two, qaeda, --, general
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -4.016, relative change = 5.767e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -4.016, relative change = 4.368e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -4.016, relative change = 3.347e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -4.016, relative change = 2.397e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## .................
## Recovering initialization...
## ......
## Initialization complete.
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.920)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.529, relative change = 7.932e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.361, relative change = 3.712e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.273, relative change = 2.031e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.218, relative change = 1.269e-02)
## Topic 1: --, citi, aden, -yemeni, kill
## Topic 2: --, aden, gun, blame, sanaa
## Topic 3: offici, kill, dead, five, local
## Topic 4: offic, intellig, say, al-qaeda, --
## Topic 5: kill, us, air, ministri, milit
## Topic 6: armi, clash, kill, raid, fight
## Topic 7: yemen, --, milit, strike, gunmen
## Topic 8: kill, al-qaida, four, yemeni, offens
## Topic 9: middl, yemeni, al-qa'idah, kill, --
## Topic 10: qaeda, soldier, attack, troop, offic
## Topic 11: polic, forc, gunmen, leader, --
## Topic 12: kill, yemeni, terrorist, militari, warplan
## Topic 13: drone, kill, qaeda, six, suspect
## Topic 14: suspect, --, -yemen, minist, kill
## Topic 15: secur, gulf, --, threat, critic
## Topic 16: two, suicid, ambush, bomb, kill
## Topic 17: --, kill, seven, suspect, shell
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.179, relative change = 9.235e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.151, relative change = 6.725e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.131, relative change = 4.904e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.116, relative change = 3.548e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.106, relative change = 2.388e-03)
## Topic 1: bomb, --, car, citi, claim
## Topic 2: --, yemeni, gun, sanaa, blame
## Topic 3: offici, dead, five, kill, local
## Topic 4: offic, say, intellig, al-qaeda, --
## Topic 5: us, air, kill, ministri, strike
## Topic 6: armi, clash, raid, fight, kill
## Topic 7: yemen, --, milit, gunmen, three
## Topic 8: al-qaida, kill, yemeni, four, offens
## Topic 9: middl, yemeni, al-qa'idah, --, kill
## Topic 10: qaeda, soldier, attack, troop, civilian
## Topic 11: polic, forc, leader, --, new
## Topic 12: kill, militari, yemeni, terrorist, injur
## Topic 13: drone, qaeda, suspect, kill, strike
## Topic 14: suspect, --, -yemen, minist, defenc
## Topic 15: secur, --, aden, gulf, threat
## Topic 16: two, suicid, ambush, soldier, bomber
## Topic 17: --, kill, seven, shell, near
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.098, relative change = 1.946e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.092, relative change = 1.591e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.087, relative change = 1.161e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.083, relative change = 1.090e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.079, relative change = 9.402e-04)
## Topic 1: bomb, car, --, citi, claim
## Topic 2: --, attack, town, sanaa, gun
## Topic 3: offici, dead, five, local, kill
## Topic 4: offic, gunmen, intellig, al-qaeda, say
## Topic 5: us, air, ministri, kill, strike
## Topic 6: armi, clash, raid, fight, base
## Topic 7: --, yemen, milit, gunmen, kill
## Topic 8: yemeni, al-qaida, kill, four, offens
## Topic 9: middl, yemeni, al-qa'idah, --, attack
## Topic 10: qaeda, soldier, attack, troop, civilian
## Topic 11: forc, polic, leader, assault, new
## Topic 12: kill, militari, terrorist, injur, warplan
## Topic 13: drone, suspect, strike, qaeda, kill
## Topic 14: suspect, -yemen, --, minist, saleh
## Topic 15: secur, --, aden, gulf, threat
## Topic 16: two, suicid, ambush, soldier, bomber
## Topic 17: --, kill, seven, shell, near
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.076, relative change = 8.186e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.073, relative change = 6.574e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.070, relative change = 6.046e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.068, relative change = 5.866e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.066, relative change = 6.142e-04)
## Topic 1: bomb, car, --, claim, citi
## Topic 2: attack, say, town, --, sanaa
## Topic 3: offici, dead, five, local, shot
## Topic 4: offic, gunmen, intellig, al-qaeda, say
## Topic 5: us, air, ministri, kill, strike
## Topic 6: armi, clash, raid, fight, base
## Topic 7: --, yemen, milit, kill, three
## Topic 8: yemeni, al-qaida, kill, four, offens
## Topic 9: middl, yemeni, al-qa'idah, attack, --
## Topic 10: qaeda, soldier, attack, troop, civilian
## Topic 11: forc, polic, leader, assault, new
## Topic 12: kill, militari, injur, warplan, gunman
## Topic 13: drone, suspect, qaeda, strike, kill
## Topic 14: suspect, -yemen, --, minist, saleh
## Topic 15: secur, --, aden, gulf, threat
## Topic 16: two, suicid, ambush, soldier, bomber
## Topic 17: --, kill, seven, shell, near
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.063, relative change = 6.942e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.060, relative change = 6.725e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.058, relative change = 5.345e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.056, relative change = 4.700e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.054, relative change = 4.205e-04)
## Topic 1: bomb, car, --, citi, claim
## Topic 2: say, attack, town, --, sanaa
## Topic 3: offici, dead, five, local, fighter
## Topic 4: gunmen, offic, intellig, al-qaeda, say
## Topic 5: us, air, milit, ministri, kill
## Topic 6: armi, clash, raid, fight, base
## Topic 7: --, yemen, milit, kill, three
## Topic 8: yemeni, al-qaida, four, kill, milit
## Topic 9: middl, yemeni, al-qa'idah, attack, --
## Topic 10: qaeda, soldier, attack, troop, civilian
## Topic 11: polic, forc, leader, assault, new
## Topic 12: kill, militari, injur, gunman, policemen
## Topic 13: drone, suspect, qaeda, strike, kill
## Topic 14: suspect, -yemen, --, saleh, minist
## Topic 15: secur, --, aden, gulf, threat
## Topic 16: two, soldier, suicid, ambush, militari
## Topic 17: --, kill, seven, shell, near
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.053, relative change = 4.133e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.051, relative change = 4.174e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.049, relative change = 4.003e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.048, relative change = 4.135e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.046, relative change = 3.529e-04)
## Topic 1: bomb, car, --, citi, claim
## Topic 2: say, attack, town, --, sanaa
## Topic 3: offici, dead, five, fighter, local
## Topic 4: gunmen, offic, intellig, al-qaeda, senior
## Topic 5: us, air, milit, ministri, raid
## Topic 6: armi, clash, fight, base, raid
## Topic 7: --, yemen, milit, kill, policemen
## Topic 8: yemeni, al-qaida, four, kill, milit
## Topic 9: middl, yemeni, al-qa'idah, attack, --
## Topic 10: qaeda, soldier, attack, troop, civilian
## Topic 11: polic, forc, leader, assault, new
## Topic 12: kill, gunman, policemen, injur, militari
## Topic 13: suspect, qaeda, drone, kill, strike
## Topic 14: suspect, -yemen, --, saleh, minist
## Topic 15: secur, --, aden, gulf, threat
## Topic 16: two, soldier, suicid, ambush, militari
## Topic 17: --, kill, seven, forc, shell
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.045, relative change = 3.460e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.043, relative change = 3.312e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.042, relative change = 3.043e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.041, relative change = 2.713e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.040, relative change = 2.401e-04)
## Topic 1: bomb, car, --, citi, claim
## Topic 2: say, attack, town, --, sanaa
## Topic 3: offici, dead, five, fighter, local
## Topic 4: gunmen, offic, intellig, al-qaeda, senior
## Topic 5: us, milit, air, raid, ministri
## Topic 6: armi, clash, fight, base, zinjibar
## Topic 7: --, yemen, milit, kill, policemen
## Topic 8: yemeni, al-qaida, milit, four, kill
## Topic 9: middl, yemeni, al-qa'idah, attack, --
## Topic 10: qaeda, soldier, attack, troop, civilian
## Topic 11: polic, leader, assault, new, peopl
## Topic 12: kill, policemen, gunman, airman, would-b
## Topic 13: suspect, qaeda, drone, kill, strike
## Topic 14: -yemen, --, suspect, saleh, minist
## Topic 15: secur, --, aden, gulf, threat
## Topic 16: two, soldier, suicid, militari, ambush
## Topic 17: --, forc, kill, seven, shell
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.039, relative change = 2.438e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.038, relative change = 2.461e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.037, relative change = 2.275e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.036, relative change = 1.887e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.036, relative change = 1.620e-04)
## Topic 1: bomb, car, --, claim, citi
## Topic 2: say, attack, town, --, al-qaida
## Topic 3: offici, dead, five, fighter, local
## Topic 4: gunmen, offic, intellig, al-qaeda, senior
## Topic 5: milit, us, air, raid, ministri
## Topic 6: armi, clash, fight, base, zinjibar
## Topic 7: --, yemen, milit, kill, spark
## Topic 8: yemeni, milit, al-qaida, four, kill
## Topic 9: middl, yemeni, al-qa'idah, attack, --
## Topic 10: qaeda, attack, soldier, troop, civilian
## Topic 11: polic, leader, assault, new, peopl
## Topic 12: kill, policemen, gunman, airman, would-b
## Topic 13: suspect, qaeda, drone, kill, strike
## Topic 14: -yemen, --, saleh, minist, escap
## Topic 15: secur, --, aden, gulf, threat
## Topic 16: two, soldier, suicid, militari, ambush
## Topic 17: --, forc, kill, seven, shell
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.035, relative change = 1.371e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.035, relative change = 1.196e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.034, relative change = 1.069e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -4.034, relative change = 9.464e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.034, relative change = 7.512e-05)
## Topic 1: bomb, car, --, citi, claim
## Topic 2: say, attack, town, al-qaida, --
## Topic 3: offici, dead, five, local, fighter
## Topic 4: gunmen, offic, intellig, al-qaeda, senior
## Topic 5: milit, us, air, raid, strike
## Topic 6: armi, clash, fight, base, zinjibar
## Topic 7: --, yemen, kill, milit, spark
## Topic 8: yemeni, milit, al-qaida, four, kill
## Topic 9: middl, yemeni, al-qa'idah, --, attack
## Topic 10: qaeda, attack, soldier, troop, civilian
## Topic 11: polic, assault, leader, new, peopl
## Topic 12: kill, policemen, gunman, airman, would-b
## Topic 13: suspect, qaeda, drone, kill, strike
## Topic 14: -yemen, --, saleh, minist, escap
## Topic 15: secur, --, aden, gulf, threat
## Topic 16: soldier, two, suicid, militari, ambush
## Topic 17: --, forc, kill, seven, shell
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.033, relative change = 5.195e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.033, relative change = 5.588e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -4.033, relative change = 5.918e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -4.033, relative change = 6.825e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.032, relative change = 5.509e-05)
## Topic 1: bomb, car, --, citi, claim
## Topic 2: say, attack, town, al-qaida, --
## Topic 3: offici, dead, five, local, fighter
## Topic 4: gunmen, offic, intellig, al-qaeda, senior
## Topic 5: milit, us, strike, air, raid
## Topic 6: armi, clash, fight, base, zinjibar
## Topic 7: --, yemen, kill, milit, spark
## Topic 8: yemeni, milit, al-qaida, four, kill
## Topic 9: middl, yemeni, al-qa'idah, --, attack
## Topic 10: qaeda, attack, soldier, troop, die
## Topic 11: polic, leader, assault, new, peopl
## Topic 12: kill, policemen, gunman, airman, would-b
## Topic 13: suspect, qaeda, drone, kill, strike
## Topic 14: -yemen, --, saleh, minist, escap
## Topic 15: secur, --, aden, gulf, threat
## Topic 16: soldier, two, suicid, militari, ambush
## Topic 17: --, forc, kill, seven, civilian
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -4.032, relative change = 3.162e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -4.032, relative change = 4.910e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -4.032, relative change = 9.381e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -4.031, relative change = 7.111e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.031, relative change = 2.865e-05)
## Topic 1: bomb, car, --, citi, claim
## Topic 2: say, attack, town, al-qaida, --
## Topic 3: offici, dead, five, local, fighter
## Topic 4: gunmen, offic, intellig, al-qaeda, senior
## Topic 5: milit, strike, us, air, raid
## Topic 6: armi, clash, fight, base, zinjibar
## Topic 7: --, yemen, kill, milit, spark
## Topic 8: yemeni, milit, al-qaida, kill, four
## Topic 9: middl, yemeni, al-qa'idah, --, attack
## Topic 10: qaeda, attack, soldier, troop, die
## Topic 11: polic, leader, assault, new, peopl
## Topic 12: kill, policemen, gunman, airman, would-b
## Topic 13: suspect, qaeda, drone, kill, six
## Topic 14: -yemen, --, saleh, minist, escap
## Topic 15: secur, --, aden, gulf, threat
## Topic 16: soldier, two, suicid, militari, ambush
## Topic 17: forc, --, kill, civilian, seven
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ..................
## Recovering initialization...
## ......
## Initialization complete.
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.890)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.601, relative change = 5.914e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.432, relative change = 3.676e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.332, relative change = 2.236e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.272, relative change = 1.396e-02)
## Topic 1: yemen, bomb, car, sanaa, minist
## Topic 2: yemen, islamist, kill, accus, begin
## Topic 3: --, ambush, kill, rage, clash
## Topic 4: qaeda, al, five, ministri, yemen
## Topic 5: kill, abyan, terrorist, protest, --
## Topic 6: attack, --, dead, kill, yemen
## Topic 7: two, strike, us, --, three
## Topic 8: yemen, kill, anti-qaeda, wit, sweep
## Topic 9: secur, offic, aden, intellig, element
## Topic 10: milit, soldier, kill, offici, gunmen
## Topic 11: kill, qaeda, yemen, polic, militari
## Topic 12: forc, kill, senior, chief, -yemen
## Topic 13: clash, --, kill, say, al-qaida
## Topic 14: armi, yemen, kill, qaeda, suspect
## Topic 15: gulf, threat, critic, --, aden
## Topic 16: yemeni, middl, al-qa'idah, --, kill
## Topic 17: qaeda, kill, suspect, yemen, drone
## Topic 18: milit, kill, soldier, offici, troop
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.225, relative change = 1.096e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.186, relative change = 9.206e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.158, relative change = 6.709e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.138, relative change = 4.927e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.122, relative change = 3.716e-03)
## Topic 1: bomb, yemen, suicid, car, sanaa
## Topic 2: yemen, islamist, rebel, kill, airport
## Topic 3: --, ambush, kill, demo, rage
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: kill, abyan, say, terrorist, protest
## Topic 6: attack, --, dead, kill, yemen
## Topic 7: two, us, three, --, four
## Topic 8: yemen, kill, civilian, anti-qaeda, among
## Topic 9: offic, secur, intellig, claim, top
## Topic 10: soldier, kill, offici, milit, gunmen
## Topic 11: yemen, polic, militari, kill, qaeda
## Topic 12: forc, kill, senior, chief, colonel
## Topic 13: clash, --, say, al-qaida, kill
## Topic 14: armi, yemen, -yemen, kill, town
## Topic 15: aden, gulf, secur, --, threat
## Topic 16: yemeni, middl, al-qa'idah, kill, --
## Topic 17: qaeda, kill, suspect, yemen, drone
## Topic 18: milit, kill, soldier, yemen, offici
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.112, relative change = 2.456e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.104, relative change = 2.035e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.097, relative change = 1.585e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.092, relative change = 1.271e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.088, relative change = 1.097e-03)
## Topic 1: bomb, suicid, yemen, car, sanaa
## Topic 2: yemen, rebel, central, islamist, houthi
## Topic 3: --, ambush, kill, demo, jihadist
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, abyan, kill, terrorist, protest
## Topic 6: attack, --, dead, yemen, kill
## Topic 7: two, us, three, --, four
## Topic 8: yemen, kill, civilian, anti-qaeda, among
## Topic 9: offic, secur, intellig, claim, top
## Topic 10: kill, soldier, offici, gunmen, troop
## Topic 11: yemen, polic, militari, kill, tribal
## Topic 12: forc, yemeni, senior, chief, leader
## Topic 13: clash, al-qaida, --, say, citi
## Topic 14: armi, -yemen, yemen, bomber, saleh
## Topic 15: aden, secur, gulf, --, threat
## Topic 16: yemeni, middl, al-qa'idah, kill, element
## Topic 17: qaeda, kill, suspect, yemen, drone
## Topic 18: milit, kill, yemen, factbox-secur, develop
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.083, relative change = 1.027e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.080, relative change = 9.415e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.076, relative change = 7.512e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.074, relative change = 6.771e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.071, relative change = 7.214e-04)
## Topic 1: bomb, suicid, yemen, car, bomber
## Topic 2: yemen, houthi, rebel, central, islamist
## Topic 3: --, kill, ambush, demo, jihadist
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, abyan, terrorist, protest, kill
## Topic 6: attack, dead, --, yemen, tribe
## Topic 7: two, us, three, --, four
## Topic 8: yemen, kill, civilian, anti-qaeda, among
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, gunmen, troop
## Topic 11: yemen, polic, militari, gunmen, tribal
## Topic 12: forc, yemeni, leader, senior, chief
## Topic 13: clash, al-qaida, --, citi, yemen
## Topic 14: armi, -yemen, yemen, saleh, assault
## Topic 15: aden, gulf, --, secur, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, kill
## Topic 17: qaeda, kill, suspect, yemen, drone
## Topic 18: milit, kill, develop, factbox-secur, -two
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.068, relative change = 6.473e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.066, relative change = 5.536e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.063, relative change = 5.923e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.061, relative change = 5.248e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.060, relative change = 3.434e-04)
## Topic 1: bomb, suicid, car, bomber, yemen
## Topic 2: yemen, houthi, rebel, central, islamist
## Topic 3: --, kill, ambush, demo, jihadist
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, abyan, terrorist, protest, least
## Topic 6: attack, dead, --, yemen, tribe
## Topic 7: two, us, three, --, four
## Topic 8: yemen, kill, civilian, anti-qaeda, among
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, gunmen, troop
## Topic 11: yemen, polic, militari, gunmen, tribal
## Topic 12: forc, yemeni, leader, senior, chief
## Topic 13: clash, al-qaida, --, citi, offens
## Topic 14: armi, -yemen, troop, saleh, assault
## Topic 15: aden, --, gulf, secur, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, element
## Topic 17: qaeda, kill, suspect, yemen, drone
## Topic 18: milit, kill, develop, factbox-secur, army-qaeda
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.059, relative change = 3.080e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.058, relative change = 2.768e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.056, relative change = 2.947e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.055, relative change = 3.146e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.054, relative change = 3.287e-04)
## Topic 1: bomb, suicid, car, bomber, yemen
## Topic 2: yemen, houthi, rebel, central, islamist
## Topic 3: --, kill, demo, jihadist, -car
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, abyan, least, terrorist, protest
## Topic 6: attack, dead, --, yemen, tribe
## Topic 7: two, us, three, --, four
## Topic 8: yemen, kill, civilian, anti-qaeda, among
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, gunmen, troop
## Topic 11: yemen, polic, militari, gunmen, tribal
## Topic 12: forc, yemeni, leader, senior, chief
## Topic 13: clash, al-qaida, --, yemen, offens
## Topic 14: armi, -yemen, troop, saleh, assault
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, element
## Topic 17: qaeda, kill, suspect, yemen, drone
## Topic 18: milit, kill, develop, factbox-secur, army-qaeda
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.053, relative change = 3.114e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.051, relative change = 2.504e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.051, relative change = 2.049e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.050, relative change = 1.924e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.049, relative change = 1.971e-04)
## Topic 1: bomb, suicid, car, bomber, yemen
## Topic 2: yemen, houthi, central, rebel, islamist
## Topic 3: --, kill, demo, jihadist, -car
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, abyan, least, terrorist, raid
## Topic 6: attack, dead, --, yemen, tribe
## Topic 7: two, us, three, --, four
## Topic 8: yemen, kill, civilian, anti-qaeda, among
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, gunmen, troop
## Topic 11: yemen, polic, militari, gunmen, tribal
## Topic 12: forc, yemeni, leader, chief, target
## Topic 13: clash, al-qaida, --, yemen, offens
## Topic 14: armi, troop, -yemen, saleh, assault
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, element
## Topic 17: qaeda, kill, suspect, yemen, drone
## Topic 18: milit, kill, develop, factbox-secur, -two
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.048, relative change = 2.031e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.047, relative change = 1.969e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.047, relative change = 1.797e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.046, relative change = 1.605e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.045, relative change = 1.499e-04)
## Topic 1: bomb, suicid, car, bomber, sanaa
## Topic 2: yemen, houthi, central, rebel, islamist
## Topic 3: --, kill, demo, -car, ralli
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, abyan, least, raid, terrorist
## Topic 6: attack, dead, --, yemen, tribe
## Topic 7: two, us, three, --, four
## Topic 8: yemen, kill, civilian, anti-qaeda, among
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, gunmen, troop
## Topic 11: yemen, gunmen, polic, militari, tribal
## Topic 12: yemeni, forc, leader, chief, target
## Topic 13: clash, al-qaida, --, yemen, offens
## Topic 14: armi, troop, -yemen, saleh, assault
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, element
## Topic 17: qaeda, kill, suspect, yemen, drone
## Topic 18: milit, kill, develop, factbox-secur, -two
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.045, relative change = 1.338e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.044, relative change = 1.275e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.044, relative change = 1.298e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -4.043, relative change = 1.284e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.043, relative change = 9.923e-05)
## Topic 1: bomb, suicid, car, bomber, sanaa
## Topic 2: yemen, houthi, central, rebel, islamist
## Topic 3: --, kill, demo, -car, ralli
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, abyan, raid, least, terrorist
## Topic 6: attack, dead, --, yemen, tribe
## Topic 7: two, us, three, four, --
## Topic 8: yemen, kill, civilian, anti-qaeda, among
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, gunmen, nine
## Topic 11: yemen, gunmen, polic, militari, --
## Topic 12: yemeni, forc, leader, chief, al-qaida
## Topic 13: clash, al-qaida, --, yemen, offens
## Topic 14: armi, troop, -yemen, saleh, assault
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, element
## Topic 17: qaeda, kill, suspect, yemen, drone
## Topic 18: milit, kill, develop, factbox-secur, -two
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.043, relative change = 1.033e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.042, relative change = 1.110e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -4.042, relative change = 1.085e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -4.041, relative change = 1.054e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.041, relative change = 9.274e-05)
## Topic 1: bomb, suicid, bomber, car, sanaa
## Topic 2: yemen, houthi, central, rebel, islamist
## Topic 3: --, kill, -car, ralli, secess
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, abyan, raid, least, terrorist
## Topic 6: attack, dead, --, yemen, tribe
## Topic 7: two, us, three, four, six
## Topic 8: yemen, kill, civilian, anti-qaeda, among
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, gunmen, nine
## Topic 11: yemen, gunmen, polic, militari, --
## Topic 12: yemeni, forc, leader, chief, al-qaida
## Topic 13: clash, al-qaida, --, yemen, offens
## Topic 14: armi, troop, -yemen, saleh, assault
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, element
## Topic 17: qaeda, kill, suspect, yemen, drone
## Topic 18: milit, kill, develop, factbox-secur, -two
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -4.041, relative change = 8.628e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -4.040, relative change = 7.597e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -4.040, relative change = 5.625e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -4.040, relative change = 4.955e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.040, relative change = 5.291e-05)
## Topic 1: bomb, suicid, bomber, car, sanaa
## Topic 2: yemen, houthi, central, rebel, islamist
## Topic 3: --, kill, -car, ralli, secess
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, raid, abyan, least, terrorist
## Topic 6: attack, dead, --, yemen, tribe
## Topic 7: two, us, three, four, six
## Topic 8: yemen, kill, civilian, anti-qaeda, among
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, gunmen, nine
## Topic 11: gunmen, yemen, polic, militari, --
## Topic 12: yemeni, forc, leader, chief, al-qaida
## Topic 13: clash, al-qaida, --, yemen, offens
## Topic 14: armi, troop, -yemen, saleh, assault
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, element
## Topic 17: qaeda, kill, suspect, yemen, drone
## Topic 18: milit, kill, develop, factbox-secur, -two
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -4.039, relative change = 6.705e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -4.039, relative change = 8.256e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -4.039, relative change = 7.801e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -4.038, relative change = 7.933e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -4.038, relative change = 9.176e-05)
## Topic 1: bomb, suicid, bomber, car, sanaa
## Topic 2: yemen, houthi, central, rebel, islamist
## Topic 3: --, kill, -car, ralli, secess
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, raid, abyan, least, terrorist
## Topic 6: attack, dead, --, yemen, tribe
## Topic 7: two, us, three, four, six
## Topic 8: yemen, kill, civilian, anti-qaeda, among
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, gunmen, nine
## Topic 11: gunmen, yemen, polic, militari, --
## Topic 12: yemeni, forc, leader, chief, al-qaida
## Topic 13: clash, al-qaida, --, yemen, offens
## Topic 14: armi, troop, -yemen, saleh, assault
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, element
## Topic 17: qaeda, kill, suspect, yemen, drone
## Topic 18: milit, kill, develop, factbox-secur, -two
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -4.037, relative change = 1.209e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -4.037, relative change = 1.529e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -4.036, relative change = 2.109e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -4.035, relative change = 1.988e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -4.035, relative change = 1.342e-04)
## Topic 1: bomb, suicid, bomber, car, capit
## Topic 2: yemen, houthi, central, rebel, islamist
## Topic 3: --, kill, -car, ralli, secess
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, raid, abyan, least, terrorist
## Topic 6: attack, dead, --, yemen, tribe
## Topic 7: two, us, three, four, six
## Topic 8: yemen, kill, civilian, anti-qaeda, among
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, nine, policeman
## Topic 11: gunmen, yemen, polic, militari, --
## Topic 12: yemeni, forc, leader, chief, secur
## Topic 13: clash, al-qaida, yemen, --, offens
## Topic 14: armi, troop, -yemen, saleh, assault
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, element
## Topic 17: qaeda, kill, suspect, yemen, drone
## Topic 18: milit, kill, develop, factbox-secur, -two
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -4.034, relative change = 1.222e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -4.034, relative change = 1.123e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -4.033, relative change = 1.307e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -4.033, relative change = 1.605e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -4.032, relative change = 1.325e-04)
## Topic 1: bomb, suicid, bomber, car, capit
## Topic 2: yemen, houthi, central, rebel, islamist
## Topic 3: --, kill, -car, ralli, secess
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, raid, abyan, least, terrorist
## Topic 6: attack, dead, --, yemen, tribe
## Topic 7: two, us, three, four, six
## Topic 8: yemen, kill, civilian, anti-qaeda, among
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, nine, policeman
## Topic 11: gunmen, yemen, polic, militari, --
## Topic 12: yemeni, forc, leader, secur, chief
## Topic 13: clash, al-qaida, yemen, --, offens
## Topic 14: armi, troop, -yemen, saleh, assault
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, element
## Topic 17: qaeda, kill, suspect, yemen, drone
## Topic 18: milit, kill, develop, factbox-secur, -two
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -4.032, relative change = 7.545e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -4.031, relative change = 5.772e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -4.031, relative change = 3.993e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -4.031, relative change = 4.552e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -4.031, relative change = 4.164e-05)
## Topic 1: bomb, suicid, bomber, car, capit
## Topic 2: yemen, houthi, central, rebel, islamist
## Topic 3: --, kill, -car, ralli, secess
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, raid, abyan, least, terrorist
## Topic 6: attack, dead, --, yemen, tribe
## Topic 7: two, us, three, four, six
## Topic 8: yemen, kill, civilian, anti-qaeda, among
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, nine, policeman
## Topic 11: gunmen, yemen, polic, militari, --
## Topic 12: yemeni, forc, leader, secur, chief
## Topic 13: clash, al-qaida, yemen, --, offens
## Topic 14: armi, troop, -yemen, saleh, assault
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, soldier
## Topic 17: qaeda, kill, suspect, yemen, drone
## Topic 18: milit, kill, develop, factbox-secur, -two
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -4.031, relative change = 3.288e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -4.031, relative change = 5.059e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -4.030, relative change = 7.374e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -4.030, relative change = 7.028e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -4.030, relative change = 5.993e-05)
## Topic 1: bomb, suicid, bomber, car, capit
## Topic 2: yemen, houthi, central, rebel, --
## Topic 3: --, kill, -car, ralli, secess
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, raid, abyan, least, fighter
## Topic 6: attack, dead, --, yemen, tribe
## Topic 7: two, us, three, four, six
## Topic 8: yemen, civilian, kill, anti-qaeda, among
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, nine, policeman
## Topic 11: gunmen, yemen, polic, militari, --
## Topic 12: yemeni, forc, leader, secur, chief
## Topic 13: clash, al-qaida, yemen, --, offens
## Topic 14: armi, troop, -yemen, --, saleh
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, soldier
## Topic 17: qaeda, kill, suspect, yemen, drone
## Topic 18: milit, kill, develop, factbox-secur, -two
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -4.030, relative change = 6.096e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 82 (approx. per word bound = -4.029, relative change = 6.321e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 83 (approx. per word bound = -4.029, relative change = 6.799e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 84 (approx. per word bound = -4.029, relative change = 7.195e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -4.028, relative change = 7.472e-05)
## Topic 1: bomb, suicid, bomber, car, capit
## Topic 2: yemen, houthi, --, central, rebel
## Topic 3: --, kill, -car, ralli, secess
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, raid, abyan, least, fighter
## Topic 6: attack, dead, --, yemen, checkpoint
## Topic 7: two, us, four, three, six
## Topic 8: yemen, civilian, kill, anti-qaeda, among
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, nine, policeman
## Topic 11: gunmen, yemen, polic, militari, --
## Topic 12: yemeni, forc, leader, secur, chief
## Topic 13: clash, al-qaida, yemen, --, offens
## Topic 14: armi, troop, -yemen, --, saleh
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, soldier
## Topic 17: qaeda, kill, suspect, yemen, drone
## Topic 18: milit, kill, develop, factbox-secur, -two
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 86 (approx. per word bound = -4.028, relative change = 7.654e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 87 (approx. per word bound = -4.028, relative change = 8.655e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 88 (approx. per word bound = -4.027, relative change = 7.598e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 89 (approx. per word bound = -4.027, relative change = 7.455e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 90 (approx. per word bound = -4.027, relative change = 6.997e-05)
## Topic 1: bomb, suicid, bomber, car, capit
## Topic 2: yemen, --, houthi, central, rebel
## Topic 3: --, kill, -car, ralli, secess
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, raid, fighter, abyan, least
## Topic 6: attack, dead, --, yemen, checkpoint
## Topic 7: two, us, four, six, three
## Topic 8: yemen, civilian, kill, anti-qaeda, among
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, nine, policeman
## Topic 11: gunmen, yemen, polic, militari, --
## Topic 12: yemeni, forc, leader, secur, al-qaida
## Topic 13: clash, al-qaida, yemen, --, offens
## Topic 14: armi, troop, -yemen, --, saleh
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, soldier
## Topic 17: qaeda, kill, suspect, yemen, drone
## Topic 18: milit, kill, develop, factbox-secur, -air
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 91 (approx. per word bound = -4.027, relative change = 6.751e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 92 (approx. per word bound = -4.026, relative change = 6.556e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 93 (approx. per word bound = -4.026, relative change = 6.865e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 94 (approx. per word bound = -4.026, relative change = 1.076e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -4.025, relative change = 1.899e-04)
## Topic 1: bomb, suicid, bomber, car, capit
## Topic 2: yemen, --, houthi, central, rebel
## Topic 3: --, kill, -car, ralli, secess
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, raid, fighter, abyan, least
## Topic 6: attack, dead, --, yemen, checkpoint
## Topic 7: two, us, four, six, three
## Topic 8: yemen, civilian, kill, anti-qaeda, among
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, nine, policeman
## Topic 11: gunmen, yemen, polic, militari, --
## Topic 12: yemeni, forc, leader, secur, al-qaida
## Topic 13: clash, al-qaida, yemen, --, offens
## Topic 14: armi, troop, -yemen, --, saleh
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, soldier
## Topic 17: qaeda, kill, suspect, yemen, drone
## Topic 18: milit, kill, develop, factbox-secur, -air
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 96 (approx. per word bound = -4.025, relative change = 7.626e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 97 (approx. per word bound = -4.024, relative change = 4.995e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 98 (approx. per word bound = -4.024, relative change = 5.827e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 99 (approx. per word bound = -4.024, relative change = 5.784e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 100 (approx. per word bound = -4.024, relative change = 4.584e-05)
## Topic 1: bomb, suicid, bomber, car, capit
## Topic 2: yemen, --, houthi, central, rebel
## Topic 3: --, kill, -car, ralli, secess
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, raid, fighter, abyan, least
## Topic 6: attack, dead, --, yemen, checkpoint
## Topic 7: two, us, six, four, three
## Topic 8: yemen, civilian, kill, anti-qaeda, among
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, nine, policeman
## Topic 11: gunmen, yemen, polic, militari, --
## Topic 12: yemeni, forc, leader, secur, al-qaida
## Topic 13: clash, al-qaida, yemen, --, offens
## Topic 14: armi, troop, -yemen, --, saleh
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, soldier
## Topic 17: qaeda, kill, suspect, drone, yemen
## Topic 18: milit, kill, develop, factbox-secur, -air
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 101 (approx. per word bound = -4.024, relative change = 4.015e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 102 (approx. per word bound = -4.023, relative change = 3.949e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 103 (approx. per word bound = -4.023, relative change = 4.118e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 104 (approx. per word bound = -4.023, relative change = 4.370e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 105 (approx. per word bound = -4.023, relative change = 4.272e-05)
## Topic 1: bomb, suicid, bomber, car, capit
## Topic 2: yemen, --, houthi, central, rebel
## Topic 3: --, kill, -car, qaeda, ralli
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, raid, fighter, abyan, least
## Topic 6: attack, dead, --, yemen, checkpoint
## Topic 7: two, us, six, four, three
## Topic 8: yemen, civilian, kill, anti-qaeda, among
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, nine, policeman
## Topic 11: gunmen, yemen, polic, militari, --
## Topic 12: yemeni, forc, leader, secur, al-qaida
## Topic 13: clash, al-qaida, yemen, --, offens
## Topic 14: armi, troop, -yemen, --, saleh
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, soldier
## Topic 17: qaeda, kill, suspect, drone, yemen
## Topic 18: milit, kill, develop, factbox-secur, -air
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 106 (approx. per word bound = -4.023, relative change = 4.235e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 107 (approx. per word bound = -4.023, relative change = 4.238e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 108 (approx. per word bound = -4.022, relative change = 3.918e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 109 (approx. per word bound = -4.022, relative change = 3.003e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 110 (approx. per word bound = -4.022, relative change = 2.510e-05)
## Topic 1: bomb, suicid, bomber, car, capit
## Topic 2: yemen, --, houthi, central, rebel
## Topic 3: --, kill, -car, qaeda, offici
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, raid, fighter, abyan, least
## Topic 6: attack, dead, --, yemen, checkpoint
## Topic 7: two, us, six, four, three
## Topic 8: yemen, civilian, kill, anti-qaeda, among
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, nine, policeman
## Topic 11: gunmen, yemen, polic, militari, --
## Topic 12: yemeni, forc, leader, secur, al-qaida
## Topic 13: clash, al-qaida, yemen, --, offens
## Topic 14: armi, troop, --, -yemen, saleh
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, soldier
## Topic 17: qaeda, kill, suspect, drone, yemen
## Topic 18: milit, kill, develop, factbox-secur, -air
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 111 (approx. per word bound = -4.022, relative change = 2.709e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 112 (approx. per word bound = -4.022, relative change = 2.470e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 113 (approx. per word bound = -4.022, relative change = 1.585e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 114 (approx. per word bound = -4.022, relative change = 1.296e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 115 (approx. per word bound = -4.022, relative change = 1.993e-05)
## Topic 1: bomb, suicid, bomber, car, capit
## Topic 2: yemen, --, houthi, middl, central
## Topic 3: --, kill, -car, qaeda, offici
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, raid, fighter, abyan, least
## Topic 6: attack, dead, --, yemen, checkpoint
## Topic 7: two, us, six, four, --
## Topic 8: yemen, civilian, anti-qaeda, kill, among
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, nine, policeman
## Topic 11: gunmen, yemen, militari, polic, --
## Topic 12: yemeni, forc, leader, secur, al-qaida
## Topic 13: clash, al-qaida, yemen, --, offens
## Topic 14: armi, troop, --, -yemen, saleh
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, soldier
## Topic 17: qaeda, kill, suspect, drone, yemen
## Topic 18: milit, kill, develop, factbox-secur, -air
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 116 (approx. per word bound = -4.022, relative change = 2.690e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 117 (approx. per word bound = -4.022, relative change = 3.152e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 118 (approx. per word bound = -4.021, relative change = 3.826e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 119 (approx. per word bound = -4.021, relative change = 5.162e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 120 (approx. per word bound = -4.021, relative change = 6.834e-05)
## Topic 1: bomb, suicid, bomber, car, capit
## Topic 2: yemen, --, houthi, middl, kill
## Topic 3: --, kill, -car, qaeda, accid
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, raid, fighter, abyan, least
## Topic 6: attack, dead, --, yemen, checkpoint
## Topic 7: two, us, six, --, four
## Topic 8: yemen, civilian, anti-qaeda, kill, among
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, nine, policeman
## Topic 11: gunmen, yemen, militari, polic, --
## Topic 12: yemeni, forc, leader, secur, al-qaida
## Topic 13: clash, al-qaida, yemen, --, offens
## Topic 14: armi, troop, --, -yemen, saleh
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, soldier
## Topic 17: qaeda, kill, suspect, drone, yemen
## Topic 18: milit, kill, develop, factbox-secur, -air
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 121 (approx. per word bound = -4.021, relative change = 7.224e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 122 (approx. per word bound = -4.020, relative change = 4.662e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 123 (approx. per word bound = -4.020, relative change = 4.105e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 124 (approx. per word bound = -4.020, relative change = 3.806e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 125 (approx. per word bound = -4.020, relative change = 3.634e-05)
## Topic 1: bomb, suicid, bomber, car, capit
## Topic 2: yemen, --, houthi, middl, kill
## Topic 3: --, kill, -car, qaeda, accid
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, raid, fighter, air, abyan
## Topic 6: attack, dead, --, yemen, checkpoint
## Topic 7: two, us, six, --, three
## Topic 8: yemen, civilian, anti-qaeda, among, kill
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, nine, policeman
## Topic 11: gunmen, yemen, militari, polic, --
## Topic 12: yemeni, forc, leader, secur, al-qaida
## Topic 13: clash, al-qaida, yemen, --, offens
## Topic 14: armi, troop, --, -yemen, saleh
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, soldier
## Topic 17: qaeda, kill, suspect, drone, yemen
## Topic 18: milit, kill, develop, factbox-secur, -air
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 126 (approx. per word bound = -4.020, relative change = 3.384e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 127 (approx. per word bound = -4.020, relative change = 3.000e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 128 (approx. per word bound = -4.020, relative change = 3.350e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 129 (approx. per word bound = -4.019, relative change = 4.218e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 130 (approx. per word bound = -4.019, relative change = 4.848e-05)
## Topic 1: bomb, suicid, bomber, car, capit
## Topic 2: yemen, --, houthi, middl, kill
## Topic 3: --, kill, -car, qaeda, accid
## Topic 4: qaeda, al, five, ministri, fight
## Topic 5: say, raid, air, fighter, abyan
## Topic 6: attack, dead, yemen, --, checkpoint
## Topic 7: two, us, --, six, three
## Topic 8: yemen, civilian, anti-qaeda, among, kill
## Topic 9: offic, secur, intellig, al-qaeda, assassin
## Topic 10: kill, soldier, offici, nine, policeman
## Topic 11: gunmen, yemen, militari, polic, --
## Topic 12: yemeni, forc, secur, leader, al-qaida
## Topic 13: clash, al-qaida, yemen, --, offens
## Topic 14: armi, troop, --, -yemen, saleh
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: yemeni, middl, al-qa'idah, ambush, soldier
## Topic 17: qaeda, kill, suspect, drone, yemen
## Topic 18: milit, kill, develop, factbox-secur, -air
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -4.019, relative change = 1.682e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ...................
## Recovering initialization...
## ......
## Initialization complete.
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.831)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.560, relative change = 5.626e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.392, relative change = 3.685e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.274, relative change = 2.687e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.212, relative change = 1.442e-02)
## Topic 1: yemen, rebel, middl, presid, kill
## Topic 2: yemen, blast, minist, escap, defenc
## Topic 3: gunmen, secur, offici, militari, offic
## Topic 4: kill, yemen, offici, armi, three
## Topic 5: --, yemen, kill, violenc, back
## Topic 6: drone, clash, strike, al-qaida, yemen
## Topic 7: --, bomb, suicid, polic, middl
## Topic 8: yemen, kill, us, two, qaeda
## Topic 9: --, forc, yemen, attack, houthi
## Topic 10: offic, intellig, al-qaeda, kill, civilian
## Topic 11: soldier, kill, yemeni, qaeda, yemen
## Topic 12: milit, --, yemen, troop, kill
## Topic 13: dead, fight, capit, blame, yemen
## Topic 14: attack, yemen, --, kill, -yemen
## Topic 15: aden, secur, gulf, threat, critic
## Topic 16: yemeni, middl, al-qa'idah, armi, kill
## Topic 17: yemen, --, kill, six, qaeda
## Topic 18: qaeda, suspect, kill, yemen, four
## Topic 19: yemen, kill, --, qaeda, attack
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.175, relative change = 8.772e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.152, relative change = 5.520e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.133, relative change = 4.495e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.119, relative change = 3.504e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.107, relative change = 2.836e-03)
## Topic 1: yemen, middl, rebel, --, presid
## Topic 2: car, yemen, minist, escap, blast
## Topic 3: gunmen, secur, offici, militari, local
## Topic 4: kill, armi, yemen, offici, three
## Topic 5: yemen, --, kill, violenc, back
## Topic 6: clash, drone, strike, al-qaida, yemen
## Topic 7: --, bomb, suicid, polic, bomber
## Topic 8: two, yemen, kill, us, tribal
## Topic 9: forc, --, yemen, attack, wound
## Topic 10: offic, intellig, al-qaeda, kill, civilian
## Topic 11: soldier, kill, ambush, yemeni, yemen
## Topic 12: milit, --, troop, yemen, kill
## Topic 13: dead, fight, capit, blame, yemen
## Topic 14: attack, --, yemen, -yemen, kill
## Topic 15: aden, secur, gulf, threat, critic
## Topic 16: yemeni, middl, al-qa'idah, kill, armi
## Topic 17: yemen, six, --, five, al
## Topic 18: qaeda, suspect, kill, yemen, four
## Topic 19: yemen, kill, --, qaeda, offici
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.098, relative change = 2.270e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.090, relative change = 1.825e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.084, relative change = 1.515e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.079, relative change = 1.334e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.075, relative change = 1.017e-03)
## Topic 1: yemen, middl, --, rebel, war
## Topic 2: car, minist, escap, yemen, defenc
## Topic 3: gunmen, offici, secur, militari, local
## Topic 4: kill, armi, yemen, three, air
## Topic 5: yemen, --, kill, violenc, peopl
## Topic 6: clash, drone, strike, al-qaida, yemen
## Topic 7: --, bomb, suicid, polic, bomber
## Topic 8: two, yemen, kill, us, tribal
## Topic 9: forc, --, attack, wound, yemen
## Topic 10: offic, intellig, al-qaeda, civilian, kill
## Topic 11: soldier, kill, ambush, yemeni, yemen
## Topic 12: milit, --, troop, kill, say
## Topic 13: dead, fight, capit, blame, seiz
## Topic 14: attack, --, -yemen, yemen, tribe
## Topic 15: aden, secur, gulf, threat, critic
## Topic 16: yemeni, middl, al-qa'idah, kill, militari
## Topic 17: six, yemen, al, five, --
## Topic 18: qaeda, suspect, kill, yemen, four
## Topic 19: yemen, kill, --, polic, behind
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.071, relative change = 7.757e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.069, relative change = 6.332e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.067, relative change = 4.495e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.065, relative change = 4.471e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.063, relative change = 4.494e-04)
## Topic 1: yemen, middl, --, rebel, houthi
## Topic 2: car, bomb, minist, escap, defenc
## Topic 3: offici, gunmen, secur, militari, local
## Topic 4: kill, armi, yemen, three, air
## Topic 5: yemen, --, kill, peopl, violenc
## Topic 6: clash, drone, strike, al-qaida, fighter
## Topic 7: --, suicid, polic, bomb, bomber
## Topic 8: two, kill, us, yemen, tribal
## Topic 9: forc, --, attack, wound, chief
## Topic 10: offic, intellig, al-qaeda, civilian, kill
## Topic 11: soldier, kill, ambush, yemen, general
## Topic 12: milit, --, troop, say, kill
## Topic 13: dead, fight, capit, blame, shot
## Topic 14: attack, --, -yemen, tribe, base
## Topic 15: aden, secur, gulf, threat, --
## Topic 16: yemeni, middl, al-qa'idah, militari, element
## Topic 17: six, al, five, yemen, --
## Topic 18: qaeda, suspect, kill, yemen, four
## Topic 19: kill, yemen, --, polic, shoot
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.061, relative change = 4.586e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.060, relative change = 4.392e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.058, relative change = 4.356e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.056, relative change = 4.083e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.055, relative change = 3.559e-04)
## Topic 1: yemen, middl, --, rebel, houthi
## Topic 2: bomb, car, minist, escap, defenc
## Topic 3: offici, gunmen, secur, local, militari
## Topic 4: kill, armi, yemen, three, air
## Topic 5: yemen, --, kill, peopl, violenc
## Topic 6: clash, drone, strike, al-qaida, fighter
## Topic 7: --, suicid, polic, bomber, bomb
## Topic 8: two, us, kill, yemen, tribal
## Topic 9: forc, attack, --, wound, chief
## Topic 10: offic, intellig, al-qaeda, civilian, senior
## Topic 11: soldier, kill, ambush, yemen, general
## Topic 12: milit, --, troop, say, kill
## Topic 13: dead, fight, capit, armi, blame
## Topic 14: attack, --, -yemen, tribe, base
## Topic 15: aden, secur, gulf, threat, --
## Topic 16: yemeni, middl, al-qa'idah, militari, element
## Topic 17: six, al, five, --, yemen
## Topic 18: qaeda, suspect, kill, yemen, four
## Topic 19: kill, yemen, --, polic, shoot
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.053, relative change = 3.530e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.052, relative change = 3.109e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.051, relative change = 2.586e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.050, relative change = 2.150e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.049, relative change = 2.427e-04)
## Topic 1: yemen, middl, --, houthi, rebel
## Topic 2: bomb, car, minist, escap, defenc
## Topic 3: offici, gunmen, secur, local, top
## Topic 4: kill, armi, three, yemen, air
## Topic 5: yemen, --, kill, peopl, violenc
## Topic 6: clash, drone, strike, al-qaida, fighter
## Topic 7: --, suicid, bomber, kill, colonel
## Topic 8: two, us, kill, yemen, tribal
## Topic 9: forc, attack, --, secur, wound
## Topic 10: offic, intellig, al-qaeda, civilian, senior
## Topic 11: soldier, kill, ambush, yemen, general
## Topic 12: milit, --, troop, say, kill
## Topic 13: dead, fight, armi, capit, blame
## Topic 14: attack, --, -yemen, tribe, base
## Topic 15: aden, gulf, secur, threat, --
## Topic 16: yemeni, middl, al-qa'idah, militari, element
## Topic 17: six, al, five, --, yemen
## Topic 18: qaeda, suspect, kill, yemen, four
## Topic 19: kill, yemen, polic, --, shoot
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.048, relative change = 2.684e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.047, relative change = 2.640e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.046, relative change = 2.455e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.045, relative change = 2.315e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.044, relative change = 2.514e-04)
## Topic 1: yemen, --, middl, houthi, rebel
## Topic 2: bomb, car, minist, suicid, escap
## Topic 3: offici, gunmen, secur, local, top
## Topic 4: kill, armi, air, three, --
## Topic 5: yemen, --, kill, peopl, violenc
## Topic 6: clash, drone, strike, al-qaida, fighter
## Topic 7: --, suicid, bomber, kill, colonel
## Topic 8: two, us, kill, yemen, tribal
## Topic 9: forc, secur, --, attack, wound
## Topic 10: offic, intellig, al-qaeda, civilian, senior
## Topic 11: soldier, kill, ambush, yemen, general
## Topic 12: milit, --, troop, say, kill
## Topic 13: dead, fight, armi, capit, blame
## Topic 14: attack, --, -yemen, tribe, base
## Topic 15: aden, gulf, secur, threat, --
## Topic 16: yemeni, middl, al-qa'idah, militari, element
## Topic 17: six, al, five, --, yemen
## Topic 18: qaeda, suspect, kill, yemen, four
## Topic 19: kill, yemen, polic, --, shoot
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -4.043, relative change = 2.814e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -4.042, relative change = 2.863e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -4.041, relative change = 2.203e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -4.040, relative change = 1.247e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -4.040, relative change = 1.144e-04)
## Topic 1: yemen, --, middl, houthi, rebel
## Topic 2: bomb, suicid, car, minist, militari
## Topic 3: offici, gunmen, secur, local, top
## Topic 4: kill, armi, air, three, --
## Topic 5: yemen, --, kill, peopl, violenc
## Topic 6: clash, drone, strike, al-qaida, fighter
## Topic 7: --, bomber, kill, colonel, suicid
## Topic 8: two, us, kill, yemen, tribal
## Topic 9: forc, secur, attack, --, wound
## Topic 10: offic, intellig, al-qaeda, civilian, senior
## Topic 11: soldier, ambush, kill, yemen, general
## Topic 12: milit, --, troop, say, kill
## Topic 13: dead, armi, fight, capit, blame
## Topic 14: attack, --, -yemen, tribe, base
## Topic 15: aden, gulf, secur, threat, --
## Topic 16: yemeni, middl, al-qa'idah, militari, element
## Topic 17: six, al, five, --, yemen
## Topic 18: qaeda, suspect, kill, yemen, four
## Topic 19: kill, yemen, polic, --, rampag
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -4.039, relative change = 1.253e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -4.039, relative change = 1.305e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -4.038, relative change = 1.287e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -4.038, relative change = 1.432e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -4.037, relative change = 1.744e-04)
## Topic 1: yemen, --, middl, houthi, rebel
## Topic 2: bomb, suicid, car, militari, minist
## Topic 3: offici, gunmen, secur, local, top
## Topic 4: kill, armi, air, --, raid
## Topic 5: yemen, --, kill, violenc, peopl
## Topic 6: clash, drone, strike, al-qaida, fighter
## Topic 7: --, bomber, kill, colonel, palac
## Topic 8: two, us, kill, yemen, tribal
## Topic 9: forc, secur, attack, three, wound
## Topic 10: offic, intellig, al-qaeda, civilian, senior
## Topic 11: soldier, ambush, kill, general, yemen
## Topic 12: milit, --, troop, say, kill
## Topic 13: dead, armi, fight, capit, blame
## Topic 14: attack, --, -yemen, tribe, base
## Topic 15: aden, gulf, secur, threat, --
## Topic 16: yemeni, middl, al-qa'idah, militari, element
## Topic 17: six, al, five, --, yemen
## Topic 18: qaeda, suspect, kill, yemen, four
## Topic 19: kill, yemen, polic, --, rampag
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -4.036, relative change = 2.147e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -4.035, relative change = 2.469e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -4.034, relative change = 2.188e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -4.034, relative change = 2.009e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -4.033, relative change = 1.986e-04)
## Topic 1: yemen, --, middl, houthi, rebel
## Topic 2: bomb, suicid, car, militari, minist
## Topic 3: offici, gunmen, secur, local, top
## Topic 4: kill, armi, air, --, raid
## Topic 5: yemen, --, kill, violenc, peopl
## Topic 6: clash, drone, strike, al-qaida, fighter
## Topic 7: --, bomber, kill, colonel, palac
## Topic 8: two, us, kill, yemen, tribal
## Topic 9: forc, secur, three, attack, wound
## Topic 10: offic, intellig, al-qaeda, civilian, senior
## Topic 11: soldier, ambush, kill, general, -al
## Topic 12: milit, --, troop, say, al-qaida
## Topic 13: dead, armi, fight, capit, yemen
## Topic 14: attack, --, -yemen, tribe, base
## Topic 15: aden, gulf, secur, threat, --
## Topic 16: yemeni, middl, al-qa'idah, militari, element
## Topic 17: six, al, --, five, yemen
## Topic 18: qaeda, suspect, kill, yemen, four
## Topic 19: kill, yemen, polic, --, rampag
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -4.032, relative change = 1.863e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -4.031, relative change = 2.134e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -4.030, relative change = 2.270e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -4.029, relative change = 1.971e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -4.029, relative change = 1.566e-04)
## Topic 1: yemen, middl, --, houthi, rebel
## Topic 2: bomb, suicid, car, bomber, militari
## Topic 3: offici, gunmen, secur, local, top
## Topic 4: kill, armi, air, --, raid
## Topic 5: yemen, --, kill, violenc, peopl
## Topic 6: clash, drone, strike, al-qaida, fighter
## Topic 7: --, kill, colonel, palac, presidenti
## Topic 8: two, us, kill, yemen, tribal
## Topic 9: forc, secur, three, attack, wound
## Topic 10: offic, intellig, al-qaeda, senior, civilian
## Topic 11: soldier, kill, ambush, general, -al
## Topic 12: milit, --, troop, say, al-qaida
## Topic 13: dead, armi, fight, capit, yemen
## Topic 14: attack, --, -yemen, tribe, base
## Topic 15: aden, gulf, secur, threat, --
## Topic 16: yemeni, middl, al-qa'idah, militari, element
## Topic 17: six, al, --, five, yemen
## Topic 18: qaeda, suspect, kill, yemen, four
## Topic 19: kill, yemen, polic, --, rampag
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -4.028, relative change = 1.256e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -4.028, relative change = 1.197e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -4.027, relative change = 1.341e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -4.027, relative change = 1.254e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -4.026, relative change = 1.217e-04)
## Topic 1: yemen, middl, --, houthi, rebel
## Topic 2: bomb, suicid, car, bomber, militari
## Topic 3: offici, gunmen, secur, local, top
## Topic 4: kill, armi, air, --, raid
## Topic 5: yemen, --, kill, violenc, peopl
## Topic 6: clash, drone, strike, fighter, yemen
## Topic 7: --, kill, colonel, palac, presidenti
## Topic 8: two, us, kill, yemen, tribal
## Topic 9: forc, secur, three, attack, wound
## Topic 10: offic, intellig, al-qaeda, senior, gun
## Topic 11: soldier, kill, ambush, general, -al
## Topic 12: milit, --, troop, say, al-qaida
## Topic 13: dead, armi, fight, capit, yemen
## Topic 14: attack, --, -yemen, civilian, tribe
## Topic 15: aden, gulf, secur, threat, --
## Topic 16: yemeni, middl, al-qa'idah, militari, element
## Topic 17: six, al, --, five, yemen
## Topic 18: qaeda, suspect, kill, yemen, four
## Topic 19: kill, yemen, polic, --, rampag
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -4.026, relative change = 9.677e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -4.026, relative change = 8.782e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -4.025, relative change = 1.079e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -4.025, relative change = 1.430e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -4.024, relative change = 1.841e-04)
## Topic 1: yemen, middl, --, houthi, rebel
## Topic 2: bomb, suicid, car, bomber, militari
## Topic 3: offici, gunmen, secur, local, top
## Topic 4: kill, armi, air, --, raid
## Topic 5: yemen, --, kill, violenc, peopl
## Topic 6: clash, drone, strike, yemen, fighter
## Topic 7: --, kill, colonel, palac, presidenti
## Topic 8: two, us, kill, yemen, tribal
## Topic 9: forc, three, secur, attack, wound
## Topic 10: offic, intellig, al-qaeda, senior, gun
## Topic 11: soldier, kill, ambush, general, -al
## Topic 12: milit, --, troop, say, al-qaida
## Topic 13: dead, armi, fight, capit, yemen
## Topic 14: attack, --, -yemen, civilian, tribe
## Topic 15: aden, gulf, secur, threat, --
## Topic 16: yemeni, middl, al-qa'idah, militari, element
## Topic 17: six, --, al, five, qaeda
## Topic 18: qaeda, suspect, kill, yemen, four
## Topic 19: kill, yemen, polic, --, rampag
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -4.023, relative change = 1.606e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -4.023, relative change = 1.345e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -4.022, relative change = 1.116e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -4.022, relative change = 1.326e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -4.021, relative change = 1.274e-04)
## Topic 1: yemen, middl, --, houthi, rebel
## Topic 2: bomb, suicid, militari, car, bomber
## Topic 3: offici, gunmen, secur, local, top
## Topic 4: kill, armi, air, --, raid
## Topic 5: yemen, --, kill, violenc, peopl
## Topic 6: clash, drone, strike, yemen, fighter
## Topic 7: --, kill, colonel, spark, aveng
## Topic 8: two, us, kill, yemen, tribal
## Topic 9: forc, three, secur, attack, wound
## Topic 10: offic, intellig, al-qaeda, senior, gun
## Topic 11: soldier, kill, ambush, general, -al
## Topic 12: milit, --, troop, al-qaida, say
## Topic 13: dead, armi, fight, capit, yemen
## Topic 14: attack, --, -yemen, civilian, tribe
## Topic 15: aden, gulf, secur, threat, --
## Topic 16: yemeni, middl, al-qa'idah, militari, element
## Topic 17: six, --, al, five, qaeda
## Topic 18: qaeda, suspect, kill, yemen, ministri
## Topic 19: kill, yemen, polic, --, rampag
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -4.021, relative change = 7.393e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -4.021, relative change = 6.837e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -4.020, relative change = 9.138e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -4.020, relative change = 1.127e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -4.019, relative change = 1.210e-04)
## Topic 1: yemen, middl, --, houthi, rebel
## Topic 2: bomb, suicid, militari, car, bomber
## Topic 3: offici, gunmen, secur, local, unidentifi
## Topic 4: kill, armi, --, air, raid
## Topic 5: yemen, --, kill, violenc, peopl
## Topic 6: clash, drone, strike, yemen, fighter
## Topic 7: --, kill, colonel, spark, aveng
## Topic 8: two, us, kill, yemen, tribal
## Topic 9: forc, three, secur, attack, wound
## Topic 10: offic, intellig, al-qaeda, senior, gun
## Topic 11: soldier, kill, ambush, general, -al
## Topic 12: milit, --, troop, al-qaida, say
## Topic 13: dead, armi, fight, capit, yemen
## Topic 14: attack, --, -yemen, civilian, tribe
## Topic 15: aden, gulf, secur, --, threat
## Topic 16: yemeni, middl, al-qa'idah, militari, element
## Topic 17: six, --, al, five, qaeda
## Topic 18: qaeda, suspect, kill, yemen, ministri
## Topic 19: kill, yemen, polic, --, rampag
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -4.019, relative change = 1.017e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -4.018, relative change = 8.129e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -4.018, relative change = 7.222e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -4.018, relative change = 5.875e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -4.018, relative change = 4.628e-05)
## Topic 1: yemen, middl, --, houthi, rebel
## Topic 2: bomb, suicid, militari, car, bomber
## Topic 3: offici, gunmen, secur, local, unidentifi
## Topic 4: kill, armi, --, air, raid
## Topic 5: yemen, --, kill, violenc, peopl
## Topic 6: clash, drone, strike, yemen, fighter
## Topic 7: --, kill, colonel, aveng, nephew
## Topic 8: two, us, kill, yemen, tribal
## Topic 9: forc, three, secur, attack, wound
## Topic 10: offic, intellig, al-qaeda, senior, gun
## Topic 11: soldier, kill, ambush, general, -al
## Topic 12: milit, --, troop, al-qaida, say
## Topic 13: dead, armi, fight, capit, yemen
## Topic 14: attack, --, -yemen, civilian, tribe
## Topic 15: aden, gulf, secur, --, threat
## Topic 16: yemeni, middl, al-qa'idah, militari, element
## Topic 17: --, six, al, five, qaeda
## Topic 18: qaeda, suspect, kill, yemen, ministri
## Topic 19: kill, yemen, polic, --, rampag
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -4.018, relative change = 3.922e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 82 (approx. per word bound = -4.017, relative change = 3.578e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 83 (approx. per word bound = -4.017, relative change = 3.523e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 84 (approx. per word bound = -4.017, relative change = 3.479e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -4.017, relative change = 3.658e-05)
## Topic 1: yemen, middl, --, houthi, central
## Topic 2: bomb, suicid, militari, bomber, car
## Topic 3: offici, gunmen, secur, local, unidentifi
## Topic 4: kill, armi, --, air, raid
## Topic 5: yemen, --, kill, violenc, peopl
## Topic 6: clash, drone, strike, yemen, fighter
## Topic 7: --, kill, colonel, spark, aveng
## Topic 8: two, us, kill, yemen, tribal
## Topic 9: three, forc, secur, attack, wound
## Topic 10: offic, intellig, al-qaeda, senior, gun
## Topic 11: soldier, kill, ambush, general, -al
## Topic 12: milit, --, troop, al-qaida, say
## Topic 13: dead, armi, fight, capit, yemen
## Topic 14: attack, --, -yemen, civilian, tribe
## Topic 15: aden, gulf, secur, --, threat
## Topic 16: yemeni, middl, al-qa'idah, militari, element
## Topic 17: --, six, al, five, qaeda
## Topic 18: qaeda, suspect, kill, yemen, ministri
## Topic 19: kill, yemen, polic, --, colonel
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 86 (approx. per word bound = -4.017, relative change = 3.728e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 87 (approx. per word bound = -4.017, relative change = 3.542e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 88 (approx. per word bound = -4.017, relative change = 3.160e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 89 (approx. per word bound = -4.017, relative change = 2.888e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 90 (approx. per word bound = -4.016, relative change = 2.973e-05)
## Topic 1: yemen, middl, --, houthi, central
## Topic 2: bomb, suicid, militari, bomber, car
## Topic 3: offici, gunmen, secur, local, unidentifi
## Topic 4: kill, armi, --, air, raid
## Topic 5: yemen, --, kill, violenc, peopl
## Topic 6: clash, drone, strike, yemen, fighter
## Topic 7: --, kill, colonel, spark, aveng
## Topic 8: two, us, kill, yemen, tribal
## Topic 9: three, forc, secur, attack, wound
## Topic 10: offic, intellig, al-qaeda, senior, gun
## Topic 11: soldier, kill, ambush, general, -al
## Topic 12: milit, --, troop, al-qaida, say
## Topic 13: dead, armi, fight, yemen, capit
## Topic 14: attack, --, -yemen, civilian, tribe
## Topic 15: aden, gulf, secur, --, threat
## Topic 16: yemeni, middl, al-qa'idah, militari, element
## Topic 17: --, six, al, five, qaeda
## Topic 18: qaeda, suspect, kill, yemen, ministri
## Topic 19: yemen, kill, polic, --, colonel
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 91 (approx. per word bound = -4.016, relative change = 3.188e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 92 (approx. per word bound = -4.016, relative change = 3.623e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 93 (approx. per word bound = -4.016, relative change = 4.357e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 94 (approx. per word bound = -4.016, relative change = 5.243e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -4.016, relative change = 5.348e-05)
## Topic 1: yemen, middl, --, houthi, central
## Topic 2: bomb, suicid, militari, bomber, car
## Topic 3: offici, gunmen, secur, local, unidentifi
## Topic 4: kill, armi, --, air, raid
## Topic 5: yemen, --, kill, violenc, peopl
## Topic 6: clash, drone, strike, yemen, fighter
## Topic 7: --, kill, aveng, nephew, spark
## Topic 8: two, us, kill, yemen, tribal
## Topic 9: three, forc, secur, attack, wound
## Topic 10: offic, intellig, al-qaeda, senior, gun
## Topic 11: soldier, kill, ambush, general, clash
## Topic 12: milit, --, troop, al-qaida, say
## Topic 13: dead, armi, fight, yemen, capit
## Topic 14: attack, --, -yemen, civilian, tribe
## Topic 15: aden, gulf, secur, --, threat
## Topic 16: yemeni, middl, al-qa'idah, militari, element
## Topic 17: --, six, al, five, qaeda
## Topic 18: qaeda, suspect, kill, ministri, four
## Topic 19: yemen, kill, polic, --, colonel
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 96 (approx. per word bound = -4.015, relative change = 4.957e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 97 (approx. per word bound = -4.015, relative change = 4.940e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 98 (approx. per word bound = -4.015, relative change = 4.939e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 99 (approx. per word bound = -4.015, relative change = 4.834e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 100 (approx. per word bound = -4.015, relative change = 5.498e-05)
## Topic 1: yemen, middl, --, houthi, central
## Topic 2: bomb, suicid, militari, bomber, car
## Topic 3: offici, gunmen, secur, local, unidentifi
## Topic 4: kill, armi, --, air, raid
## Topic 5: yemen, --, kill, violenc, peopl
## Topic 6: clash, drone, strike, yemen, fighter
## Topic 7: --, kill, aveng, nephew, spark
## Topic 8: two, us, kill, yemen, tribal
## Topic 9: three, forc, secur, attack, wound
## Topic 10: offic, intellig, al-qaeda, senior, gun
## Topic 11: soldier, kill, ambush, clash, general
## Topic 12: milit, --, troop, al-qaida, say
## Topic 13: dead, armi, fight, yemen, capit
## Topic 14: attack, --, -yemen, civilian, tribe
## Topic 15: aden, gulf, secur, --, threat
## Topic 16: yemeni, middl, al-qa'idah, militari, element
## Topic 17: --, six, al, five, qaeda
## Topic 18: qaeda, suspect, kill, ministri, four
## Topic 19: yemen, kill, polic, --, colonel
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 101 (approx. per word bound = -4.014, relative change = 6.529e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 102 (approx. per word bound = -4.014, relative change = 7.156e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 103 (approx. per word bound = -4.014, relative change = 6.249e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 104 (approx. per word bound = -4.013, relative change = 5.102e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 105 (approx. per word bound = -4.013, relative change = 4.752e-05)
## Topic 1: yemen, middl, --, houthi, central
## Topic 2: bomb, suicid, militari, bomber, car
## Topic 3: offici, gunmen, secur, local, unidentifi
## Topic 4: kill, armi, --, air, raid
## Topic 5: yemen, --, kill, peopl, violenc
## Topic 6: drone, clash, strike, yemen, kill
## Topic 7: --, kill, aveng, nephew, spark
## Topic 8: two, us, kill, yemen, tribal
## Topic 9: three, forc, secur, attack, wound
## Topic 10: offic, intellig, al-qaeda, senior, gun
## Topic 11: soldier, kill, ambush, clash, general
## Topic 12: milit, --, troop, al-qaida, say
## Topic 13: dead, armi, fight, yemen, capit
## Topic 14: attack, --, -yemen, civilian, tribe
## Topic 15: aden, gulf, secur, --, threat
## Topic 16: yemeni, middl, al-qa'idah, militari, element
## Topic 17: --, six, al, five, qaeda
## Topic 18: qaeda, suspect, kill, ministri, four
## Topic 19: yemen, kill, --, polic, colonel
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 106 (approx. per word bound = -4.013, relative change = 5.312e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 107 (approx. per word bound = -4.013, relative change = 5.894e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 108 (approx. per word bound = -4.013, relative change = 6.187e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 109 (approx. per word bound = -4.012, relative change = 6.315e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 110 (approx. per word bound = -4.012, relative change = 6.551e-05)
## Topic 1: yemen, middl, --, houthi, central
## Topic 2: bomb, suicid, militari, bomber, car
## Topic 3: offici, gunmen, secur, local, unidentifi
## Topic 4: kill, armi, --, air, raid
## Topic 5: yemen, --, kill, peopl, violenc
## Topic 6: drone, clash, strike, yemen, kill
## Topic 7: --, kill, aveng, nephew, spark
## Topic 8: two, us, kill, yemen, tribal
## Topic 9: three, forc, secur, attack, wound
## Topic 10: offic, intellig, al-qaeda, senior, gun
## Topic 11: soldier, kill, ambush, clash, general
## Topic 12: milit, --, troop, al-qaida, say
## Topic 13: dead, armi, fight, yemen, capit
## Topic 14: attack, --, -yemen, civilian, tribe
## Topic 15: aden, secur, gulf, --, threat
## Topic 16: yemeni, middl, al-qa'idah, militari, armi
## Topic 17: --, six, al, five, qaeda
## Topic 18: qaeda, suspect, kill, ministri, four
## Topic 19: yemen, kill, --, polic, colonel
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 111 (approx. per word bound = -4.012, relative change = 6.563e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 112 (approx. per word bound = -4.012, relative change = 6.982e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 113 (approx. per word bound = -4.011, relative change = 9.066e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 114 (approx. per word bound = -4.011, relative change = 9.384e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 115 (approx. per word bound = -4.011, relative change = 7.031e-05)
## Topic 1: yemen, middl, --, houthi, central
## Topic 2: bomb, suicid, militari, bomber, car
## Topic 3: offici, gunmen, secur, local, unidentifi
## Topic 4: kill, armi, --, air, raid
## Topic 5: yemen, --, kill, peopl, violenc
## Topic 6: drone, strike, clash, yemen, kill
## Topic 7: --, kill, spark, aveng, nephew
## Topic 8: two, us, kill, yemen, --
## Topic 9: three, forc, secur, attack, wound
## Topic 10: offic, intellig, al-qaeda, senior, gun
## Topic 11: soldier, kill, ambush, clash, general
## Topic 12: milit, --, troop, al-qaida, say
## Topic 13: dead, armi, fight, yemen, capit
## Topic 14: attack, --, -yemen, civilian, tribe
## Topic 15: aden, secur, gulf, --, threat
## Topic 16: yemeni, middl, al-qa'idah, militari, armi
## Topic 17: --, six, al, five, qaeda
## Topic 18: qaeda, suspect, kill, ministri, four
## Topic 19: yemen, kill, --, polic, colonel
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 116 (approx. per word bound = -4.010, relative change = 7.207e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 117 (approx. per word bound = -4.010, relative change = 6.869e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 118 (approx. per word bound = -4.010, relative change = 5.695e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 119 (approx. per word bound = -4.010, relative change = 5.001e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 120 (approx. per word bound = -4.009, relative change = 4.771e-05)
## Topic 1: yemen, middl, --, houthi, central
## Topic 2: bomb, suicid, militari, bomber, car
## Topic 3: offici, gunmen, secur, local, al-mukalla
## Topic 4: kill, armi, --, air, raid
## Topic 5: yemen, kill, --, peopl, violenc
## Topic 6: drone, strike, clash, yemen, kill
## Topic 7: --, kill, spark, aveng, nephew
## Topic 8: two, us, kill, yemen, --
## Topic 9: three, forc, secur, attack, wound
## Topic 10: offic, intellig, al-qaeda, senior, gun
## Topic 11: soldier, kill, clash, ambush, general
## Topic 12: milit, --, troop, al-qaida, say
## Topic 13: dead, armi, fight, yemen, capit
## Topic 14: attack, --, -yemen, tribe, civilian
## Topic 15: aden, gulf, secur, --, threat
## Topic 16: yemeni, middl, al-qa'idah, armi, militari
## Topic 17: --, six, al, five, qaeda
## Topic 18: qaeda, suspect, kill, ministri, four
## Topic 19: yemen, kill, --, polic, colonel
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 121 (approx. per word bound = -4.009, relative change = 4.666e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 122 (approx. per word bound = -4.009, relative change = 4.482e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 123 (approx. per word bound = -4.009, relative change = 4.388e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 124 (approx. per word bound = -4.009, relative change = 4.342e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 125 (approx. per word bound = -4.008, relative change = 4.399e-05)
## Topic 1: yemen, middl, --, houthi, central
## Topic 2: bomb, suicid, militari, bomber, car
## Topic 3: offici, gunmen, secur, local, shoot
## Topic 4: kill, armi, --, air, raid
## Topic 5: yemen, kill, --, peopl, violenc
## Topic 6: drone, strike, yemen, clash, kill
## Topic 7: --, kill, spark, aveng, nephew
## Topic 8: two, us, kill, yemen, --
## Topic 9: three, forc, secur, attack, wound
## Topic 10: offic, intellig, al-qaeda, senior, gun
## Topic 11: soldier, kill, clash, ambush, general
## Topic 12: milit, --, al-qaida, troop, say
## Topic 13: dead, armi, fight, yemen, capit
## Topic 14: attack, --, -yemen, tribe, civilian
## Topic 15: aden, gulf, secur, --, threat
## Topic 16: yemeni, middl, al-qa'idah, armi, militari
## Topic 17: --, six, al, five, qaeda
## Topic 18: qaeda, suspect, kill, ministri, four
## Topic 19: yemen, kill, --, polic, colonel
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 126 (approx. per word bound = -4.008, relative change = 4.529e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 127 (approx. per word bound = -4.008, relative change = 4.860e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 128 (approx. per word bound = -4.008, relative change = 5.181e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 129 (approx. per word bound = -4.008, relative change = 5.543e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 130 (approx. per word bound = -4.007, relative change = 5.252e-05)
## Topic 1: yemen, middl, --, houthi, central
## Topic 2: bomb, suicid, militari, bomber, car
## Topic 3: offici, gunmen, secur, local, airport
## Topic 4: kill, armi, --, air, raid
## Topic 5: yemen, kill, --, peopl, violenc
## Topic 6: drone, strike, yemen, clash, kill
## Topic 7: --, kill, spark, aveng, nephew
## Topic 8: two, us, kill, yemen, --
## Topic 9: three, forc, secur, attack, wound
## Topic 10: offic, intellig, al-qaeda, senior, gun
## Topic 11: soldier, clash, kill, ambush, general
## Topic 12: milit, --, al-qaida, troop, say
## Topic 13: dead, armi, fight, yemen, capit
## Topic 14: attack, --, -yemen, tribe, civilian
## Topic 15: aden, gulf, secur, --, threat
## Topic 16: yemeni, middl, al-qa'idah, armi, militari
## Topic 17: --, six, al, five, qaeda
## Topic 18: qaeda, suspect, kill, four, ministri
## Topic 19: yemen, kill, --, polic, colonel
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -4.007, relative change = 4.900e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 132 (approx. per word bound = -4.007, relative change = 4.997e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 133 (approx. per word bound = -4.007, relative change = 5.473e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 134 (approx. per word bound = -4.007, relative change = 6.484e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 135 (approx. per word bound = -4.006, relative change = 8.006e-05)
## Topic 1: yemen, middl, --, houthi, central
## Topic 2: bomb, suicid, militari, bomber, car
## Topic 3: offici, gunmen, secur, local, airport
## Topic 4: kill, armi, --, air, raid
## Topic 5: yemen, kill, --, peopl, violenc
## Topic 6: drone, strike, yemen, kill, clash
## Topic 7: --, kill, spark, aveng, nephew
## Topic 8: two, us, kill, --, yemen
## Topic 9: three, forc, secur, attack, wound
## Topic 10: offic, intellig, al-qaeda, senior, gun
## Topic 11: soldier, clash, kill, ambush, general
## Topic 12: milit, al-qaida, --, say, troop
## Topic 13: dead, armi, fight, yemen, capit
## Topic 14: attack, --, -yemen, tribe, base
## Topic 15: aden, gulf, secur, --, threat
## Topic 16: yemeni, middl, al-qa'idah, armi, militari
## Topic 17: --, six, al, five, qaeda
## Topic 18: qaeda, suspect, kill, four, ministri
## Topic 19: yemen, kill, --, polic, colonel
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 136 (approx. per word bound = -4.006, relative change = 1.025e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 137 (approx. per word bound = -4.005, relative change = 1.081e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 138 (approx. per word bound = -4.005, relative change = 7.671e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 139 (approx. per word bound = -4.005, relative change = 6.138e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 140 (approx. per word bound = -4.005, relative change = 5.344e-05)
## Topic 1: yemen, --, middl, houthi, central
## Topic 2: bomb, suicid, militari, bomber, car
## Topic 3: offici, gunmen, secur, local, airport
## Topic 4: kill, armi, --, air, raid
## Topic 5: yemen, kill, --, peopl, violenc
## Topic 6: drone, yemen, strike, kill, clash
## Topic 7: --, kill, spark, aveng, nephew
## Topic 8: two, us, kill, --, yemen
## Topic 9: three, forc, secur, attack, wound
## Topic 10: offic, intellig, al-qaeda, senior, gun
## Topic 11: soldier, clash, kill, ambush, general
## Topic 12: milit, al-qaida, --, say, troop
## Topic 13: dead, armi, yemen, fight, blame
## Topic 14: attack, --, -yemen, tribe, base
## Topic 15: aden, gulf, secur, --, threat
## Topic 16: yemeni, middl, al-qa'idah, armi, element
## Topic 17: --, six, al, five, qaeda
## Topic 18: qaeda, suspect, kill, four, ministri
## Topic 19: yemen, kill, --, polic, colonel
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 141 (approx. per word bound = -4.004, relative change = 3.906e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 142 (approx. per word bound = -4.004, relative change = 2.130e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ....................
## Recovering initialization...
## ......
## Initialization complete.
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.855)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.535, relative change = 6.596e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.344, relative change = 4.201e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.248, relative change = 2.212e-02)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.189, relative change = 1.388e-02)
## Topic 1: yemen, --, presid, alert, kill
## Topic 2: middl, yemen, --, aden, citi
## Topic 3: clash, bomb, six, ambush, kill
## Topic 4: yemeni, yemen, air, raid, --
## Topic 5: kill, --, four, blast, blame
## Topic 6: kill, gunmen, offici, strike, yemen
## Topic 7: --, milit, soldier, kill, five
## Topic 8: three, yemen, kill, two, abyan
## Topic 9: --, al-qa'idah, middl, kill, element
## Topic 10: say, yemen, chief, anti-qaeda, dead
## Topic 11: yemen, drone, us, armi, al-qaeda
## Topic 12: --, kill, sanaa, capit, tribesmen
## Topic 13: qaeda, kill, offici, al, local
## Topic 14: --, yemen, armi, troop, kill
## Topic 15: secur, --, aden, gulf, threat
## Topic 16: yemen, attack, two, kill, suicid
## Topic 17: suspect, yemen, --, forc, troop
## Topic 18: yemen, militari, polic, dead, us
## Topic 19: offic, --, yemen, intellig, middl
## Topic 20: --, yemen, peopl, four, kill
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.148, relative change = 9.898e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.120, relative change = 6.719e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -4.102, relative change = 4.463e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -4.087, relative change = 3.524e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.075, relative change = 2.906e-03)
## Topic 1: --, yemen, presid, hadi, rebel
## Topic 2: --, citi, yemen, one, seiz
## Topic 3: clash, bomb, six, ambush, kill
## Topic 4: yemeni, air, yemen, forc, raid
## Topic 5: --, kill, four, blast, blame
## Topic 6: kill, offici, gunmen, strike, yemen
## Topic 7: --, milit, soldier, kill, five
## Topic 8: three, yemen, kill, abyan, al
## Topic 9: middl, al-qa'idah, --, kill, yemeni
## Topic 10: al-qaida, say, yemen, chief, fight
## Topic 11: drone, yemen, us, al-qaeda, tribal
## Topic 12: --, sanaa, capit, kill, shell
## Topic 13: qaeda, kill, yemen, al, local
## Topic 14: armi, --, yemen, troop, -yemen
## Topic 15: secur, --, aden, gulf, threat
## Topic 16: attack, yemen, two, kill, soldier
## Topic 17: suspect, yemen, --, troop, kill
## Topic 18: yemen, dead, militari, polic, civilian
## Topic 19: offic, --, intellig, yemen, senior
## Topic 20: --, yemen, peopl, kill, violenc
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -4.066, relative change = 2.223e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -4.060, relative change = 1.635e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -4.055, relative change = 1.223e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -4.050, relative change = 1.045e-03)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -4.047, relative change = 9.093e-04)
## Topic 1: --, yemen, rebel, presid, saudi
## Topic 2: --, citi, seiz, yemen, one
## Topic 3: clash, bomb, six, ambush, kill
## Topic 4: yemeni, air, forc, raid, --
## Topic 5: --, four, kill, blast, al
## Topic 6: kill, offici, gunmen, strike, yemen
## Topic 7: --, milit, soldier, kill, yemen
## Topic 8: three, yemen, kill, al, abyan
## Topic 9: middl, al-qa'idah, yemeni, --, kill
## Topic 10: al-qaida, say, town, yemen, fight
## Topic 11: drone, yemen, us, al-qaeda, tribal
## Topic 12: --, sanaa, shell, capit, tribesmen
## Topic 13: qaeda, kill, yemen, local, al
## Topic 14: armi, --, yemen, troop, -yemen
## Topic 15: secur, --, aden, gulf, threat
## Topic 16: attack, yemen, two, soldier, kill
## Topic 17: suspect, yemen, --, troop, al-qaeda
## Topic 18: yemen, dead, polic, militari, civilian
## Topic 19: offic, --, intellig, yemen, senior
## Topic 20: --, yemen, kill, peopl, violenc
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -4.044, relative change = 7.602e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -4.041, relative change = 7.242e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -4.038, relative change = 6.940e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -4.035, relative change = 7.698e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -4.032, relative change = 7.994e-04)
## Topic 1: --, rebel, yemen, presid, shiit
## Topic 2: --, citi, gunmen, seiz, yemen
## Topic 3: clash, bomb, six, ambush, kill
## Topic 4: yemeni, air, forc, raid, --
## Topic 5: --, four, kill, blast, zinjibar
## Topic 6: kill, offici, strike, gunmen, yemen
## Topic 7: --, milit, kill, soldier, yemen
## Topic 8: three, al, yemen, kill, abyan
## Topic 9: middl, al-qa'idah, yemeni, --, kill
## Topic 10: al-qaida, say, town, fight, chief
## Topic 11: drone, yemen, us, al-qaeda, tribal
## Topic 12: --, sanaa, shell, capit, tribesmen
## Topic 13: qaeda, kill, yemen, local, policeman
## Topic 14: armi, --, yemen, -yemen, troop
## Topic 15: secur, --, aden, gulf, threat
## Topic 16: attack, soldier, yemen, two, --
## Topic 17: suspect, yemen, --, troop, al-qaeda
## Topic 18: yemen, dead, polic, militari, civilian
## Topic 19: offic, --, intellig, yemen, gunmen
## Topic 20: --, yemen, kill, peopl, violenc
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -4.029, relative change = 7.303e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -4.026, relative change = 6.801e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -4.024, relative change = 5.748e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -4.021, relative change = 5.526e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -4.019, relative change = 6.208e-04)
## Topic 1: --, rebel, yemen, presid, shiit
## Topic 2: --, citi, gunmen, seiz, yemen
## Topic 3: clash, bomb, six, ambush, kill
## Topic 4: yemeni, air, forc, raid, --
## Topic 5: --, four, kill, blast, zinjibar
## Topic 6: kill, offici, gunmen, strike, yemen
## Topic 7: --, milit, kill, yemen, soldier
## Topic 8: three, al, yemen, kill, abyan
## Topic 9: middl, al-qa'idah, yemeni, --, kill
## Topic 10: al-qaida, say, town, fight, chief
## Topic 11: drone, yemen, us, strike, tribal
## Topic 12: --, sanaa, shell, milit, tribesmen
## Topic 13: qaeda, kill, yemen, local, policeman
## Topic 14: armi, --, yemen, -yemen, say
## Topic 15: secur, --, aden, gulf, threat
## Topic 16: attack, soldier, yemen, two, --
## Topic 17: suspect, yemen, --, troop, al-qaeda
## Topic 18: yemen, dead, polic, militari, civilian
## Topic 19: offic, --, intellig, gunmen, yemen
## Topic 20: --, yemen, kill, peopl, violenc
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -4.016, relative change = 6.788e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -4.014, relative change = 5.759e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -4.012, relative change = 5.734e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -4.009, relative change = 5.735e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -4.007, relative change = 5.264e-04)
## Topic 1: --, rebel, yemen, presid, shiit
## Topic 2: --, citi, gunmen, seiz, yemen
## Topic 3: clash, bomb, six, ambush, kill
## Topic 4: yemeni, air, forc, raid, --
## Topic 5: --, four, kill, blast, zinjibar
## Topic 6: kill, offici, gunmen, yemen, ministri
## Topic 7: --, milit, kill, yemen, five
## Topic 8: three, al, yemen, abyan, leader
## Topic 9: middl, al-qa'idah, yemeni, --, kill
## Topic 10: al-qaida, say, town, fight, chief
## Topic 11: drone, strike, yemen, us, tribal
## Topic 12: --, sanaa, shell, milit, tribesmen
## Topic 13: qaeda, kill, yemen, local, policeman
## Topic 14: armi, --, yemen, -yemen, say
## Topic 15: secur, --, aden, gulf, threat
## Topic 16: soldier, attack, yemen, two, --
## Topic 17: suspect, yemen, --, troop, al-qaeda
## Topic 18: yemen, dead, polic, militari, civilian
## Topic 19: offic, --, gunmen, intellig, yemen
## Topic 20: --, yemen, kill, peopl, violenc
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -4.005, relative change = 4.381e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -4.004, relative change = 3.621e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -4.002, relative change = 3.590e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -4.001, relative change = 3.935e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -4.000, relative change = 2.941e-04)
## Topic 1: --, rebel, yemen, presid, shiit
## Topic 2: --, citi, seiz, gunmen, yemen
## Topic 3: clash, bomb, six, ambush, kill
## Topic 4: yemeni, air, forc, raid, --
## Topic 5: four, --, blast, kill, zinjibar
## Topic 6: kill, offici, yemen, gunmen, ministri
## Topic 7: --, milit, kill, yemen, five
## Topic 8: three, al, yemen, abyan, leader
## Topic 9: middl, yemeni, al-qa'idah, --, kill
## Topic 10: al-qaida, say, town, fight, chief
## Topic 11: drone, strike, yemen, us, tribal
## Topic 12: --, sanaa, shell, milit, tribesmen
## Topic 13: qaeda, kill, yemen, local, policeman
## Topic 14: armi, --, yemen, -yemen, say
## Topic 15: secur, --, aden, gulf, threat
## Topic 16: soldier, attack, yemen, --, two
## Topic 17: suspect, yemen, --, troop, al-qaeda
## Topic 18: yemen, dead, polic, militari, civilian
## Topic 19: offic, gunmen, --, intellig, secur
## Topic 20: yemen, --, kill, peopl, violenc
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -3.999, relative change = 2.469e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -3.998, relative change = 2.562e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -3.997, relative change = 2.677e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -3.996, relative change = 2.473e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -3.995, relative change = 1.582e-04)
## Topic 1: --, yemen, rebel, presid, shiit
## Topic 2: --, citi, seiz, gunmen, yemen
## Topic 3: clash, bomb, six, ambush, kill
## Topic 4: yemeni, air, forc, raid, --
## Topic 5: four, --, blast, zinjibar, day
## Topic 6: kill, offici, yemen, ministri, gunmen
## Topic 7: --, milit, kill, yemen, five
## Topic 8: three, al, yemen, abyan, leader
## Topic 9: middl, yemeni, al-qa'idah, --, kill
## Topic 10: al-qaida, say, town, fight, chief
## Topic 11: drone, strike, yemen, us, tribal
## Topic 12: --, sanaa, shell, milit, tribesmen
## Topic 13: qaeda, kill, yemen, local, policeman
## Topic 14: armi, --, yemen, -yemen, say
## Topic 15: secur, aden, --, gulf, threat
## Topic 16: soldier, attack, --, two, yemen
## Topic 17: suspect, yemen, --, troop, al-qaeda
## Topic 18: yemen, dead, polic, militari, civilian
## Topic 19: offic, gunmen, --, secur, intellig
## Topic 20: yemen, --, kill, peopl, violenc
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -3.994, relative change = 1.882e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -3.993, relative change = 2.489e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -3.992, relative change = 4.229e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -3.991, relative change = 2.066e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.990, relative change = 1.372e-04)
## Topic 1: --, yemen, rebel, presid, shiit
## Topic 2: --, citi, seiz, yemen, one
## Topic 3: clash, bomb, six, ambush, kill
## Topic 4: yemeni, air, forc, raid, --
## Topic 5: four, --, blast, zinjibar, day
## Topic 6: kill, offici, yemen, ministri, nine
## Topic 7: --, milit, kill, yemen, five
## Topic 8: three, al, yemen, abyan, leader
## Topic 9: middl, yemeni, al-qa'idah, --, kill
## Topic 10: al-qaida, say, town, fight, chief
## Topic 11: drone, strike, yemen, us, tribal
## Topic 12: --, sanaa, shell, milit, tribesmen
## Topic 13: qaeda, kill, yemen, local, policeman
## Topic 14: armi, --, yemen, -yemen, say
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: soldier, attack, --, two, yemen
## Topic 17: suspect, yemen, --, troop, al-qaeda
## Topic 18: yemen, dead, polic, militari, civilian
## Topic 19: gunmen, offic, --, secur, intellig
## Topic 20: yemen, --, kill, fighter, peopl
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -3.990, relative change = 1.496e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -3.989, relative change = 1.254e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -3.989, relative change = 1.308e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -3.988, relative change = 1.234e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.988, relative change = 1.251e-04)
## Topic 1: --, yemen, rebel, presid, shiit
## Topic 2: --, citi, seiz, yemen, one
## Topic 3: clash, bomb, six, ambush, kill
## Topic 4: yemeni, air, raid, forc, --
## Topic 5: four, --, blast, zinjibar, day
## Topic 6: kill, offici, yemen, ministri, nine
## Topic 7: --, milit, kill, yemen, five
## Topic 8: three, al, yemen, abyan, leader
## Topic 9: middl, yemeni, al-qa'idah, --, kill
## Topic 10: al-qaida, say, town, fight, chief
## Topic 11: drone, strike, yemen, us, tribal
## Topic 12: --, sanaa, shell, milit, tribesmen
## Topic 13: qaeda, kill, yemen, local, policeman
## Topic 14: armi, --, yemen, -yemen, say
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: soldier, attack, --, two, yemen
## Topic 17: yemen, suspect, --, troop, al-qaeda
## Topic 18: yemen, dead, polic, militari, civilian
## Topic 19: gunmen, offic, --, secur, intellig
## Topic 20: yemen, --, kill, fighter, peopl
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -3.987, relative change = 1.201e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -3.987, relative change = 1.189e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -3.986, relative change = 1.552e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -3.985, relative change = 2.081e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -3.985, relative change = 1.540e-04)
## Topic 1: --, yemen, rebel, presid, shiit
## Topic 2: --, citi, seiz, yemen, one
## Topic 3: clash, bomb, six, kill, ambush
## Topic 4: yemeni, air, raid, forc, --
## Topic 5: four, --, blast, zinjibar, day
## Topic 6: kill, offici, yemen, ministri, nine
## Topic 7: --, milit, kill, yemen, five
## Topic 8: three, al, yemen, abyan, say
## Topic 9: middl, yemeni, al-qa'idah, --, kill
## Topic 10: al-qaida, say, town, fight, chief
## Topic 11: drone, strike, yemen, us, tribal
## Topic 12: --, sanaa, shell, milit, tribesmen
## Topic 13: qaeda, kill, yemen, local, policeman
## Topic 14: armi, --, yemen, -yemen, say
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: soldier, attack, --, two, yemen
## Topic 17: yemen, suspect, --, troop, al-qaeda
## Topic 18: yemen, dead, polic, militari, civilian
## Topic 19: gunmen, offic, --, secur, intellig
## Topic 20: yemen, --, kill, fighter, peopl
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -3.984, relative change = 1.514e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -3.983, relative change = 1.708e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -3.983, relative change = 1.671e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -3.982, relative change = 1.733e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -3.981, relative change = 1.529e-04)
## Topic 1: --, yemen, rebel, presid, shiit
## Topic 2: --, citi, seiz, yemen, one
## Topic 3: clash, bomb, six, kill, ambush
## Topic 4: yemeni, air, raid, forc, --
## Topic 5: four, --, blast, zinjibar, day
## Topic 6: kill, offici, yemen, ministri, nine
## Topic 7: --, milit, kill, yemen, five
## Topic 8: three, al, yemen, abyan, say
## Topic 9: middl, yemeni, al-qa'idah, --, kill
## Topic 10: al-qaida, say, town, fight, chief
## Topic 11: drone, strike, yemen, us, tribal
## Topic 12: --, sanaa, shell, milit, tribesmen
## Topic 13: qaeda, kill, yemen, local, policeman
## Topic 14: armi, --, yemen, -yemen, say
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: soldier, attack, --, two, yemen
## Topic 17: yemen, suspect, --, troop, al-qaeda
## Topic 18: yemen, dead, polic, militari, civilian
## Topic 19: gunmen, offic, --, secur, intellig
## Topic 20: yemen, --, kill, fighter, peopl
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -3.981, relative change = 1.401e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -3.980, relative change = 1.427e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -3.980, relative change = 1.513e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -3.979, relative change = 1.634e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -3.978, relative change = 1.515e-04)
## Topic 1: --, yemen, rebel, presid, shiit
## Topic 2: --, citi, seiz, yemen, one
## Topic 3: clash, bomb, six, kill, ambush
## Topic 4: yemeni, air, raid, forc, --
## Topic 5: four, --, blast, zinjibar, day
## Topic 6: kill, offici, yemen, ministri, nine
## Topic 7: --, milit, kill, yemen, five
## Topic 8: three, al, yemen, abyan, say
## Topic 9: middl, yemeni, al-qa'idah, --, kill
## Topic 10: al-qaida, say, town, fight, chief
## Topic 11: drone, strike, us, yemen, tribal
## Topic 12: --, sanaa, shell, milit, yemeni
## Topic 13: qaeda, kill, yemen, local, policeman
## Topic 14: armi, --, yemen, -yemen, say
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: soldier, attack, --, two, yemen
## Topic 17: yemen, suspect, --, troop, al-qaeda
## Topic 18: yemen, dead, polic, militari, civilian
## Topic 19: gunmen, offic, --, secur, intellig
## Topic 20: yemen, --, kill, fighter, peopl
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -3.978, relative change = 1.308e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -3.977, relative change = 1.208e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -3.977, relative change = 1.248e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -3.977, relative change = 8.074e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.976, relative change = 9.479e-05)
## Topic 1: --, yemen, rebel, presid, shiit
## Topic 2: --, citi, seiz, yemen, one
## Topic 3: clash, bomb, six, kill, ambush
## Topic 4: yemeni, air, raid, forc, --
## Topic 5: four, --, blast, zinjibar, day
## Topic 6: kill, offici, yemen, ministri, nine
## Topic 7: --, milit, kill, yemen, five
## Topic 8: three, al, yemen, abyan, ambush
## Topic 9: middl, yemeni, al-qa'idah, --, kill
## Topic 10: al-qaida, say, town, fight, chief
## Topic 11: drone, strike, us, yemen, tribal
## Topic 12: --, yemeni, sanaa, shell, milit
## Topic 13: qaeda, kill, yemen, local, policeman
## Topic 14: armi, --, -yemen, yemen, say
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: soldier, attack, --, two, yemen
## Topic 17: yemen, suspect, --, troop, al-qaeda
## Topic 18: yemen, dead, polic, militari, civilian
## Topic 19: gunmen, offic, --, secur, intellig
## Topic 20: yemen, --, kill, fighter, peopl
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -3.976, relative change = 7.877e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -3.976, relative change = 6.905e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -3.975, relative change = 7.765e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -3.975, relative change = 9.971e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -3.974, relative change = 1.009e-04)
## Topic 1: --, yemen, rebel, presid, shiit
## Topic 2: --, citi, seiz, yemen, one
## Topic 3: clash, bomb, six, kill, ambush
## Topic 4: yemeni, air, raid, forc, --
## Topic 5: four, --, blast, zinjibar, day
## Topic 6: kill, offici, yemen, ministri, nine
## Topic 7: --, milit, kill, yemen, five
## Topic 8: three, al, yemen, abyan, ambush
## Topic 9: middl, yemeni, al-qa'idah, --, kill
## Topic 10: al-qaida, say, town, fight, chief
## Topic 11: drone, strike, us, yemen, tribal
## Topic 12: yemeni, --, sanaa, shell, milit
## Topic 13: qaeda, kill, yemen, policeman, return
## Topic 14: armi, --, -yemen, yemen, say
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: soldier, attack, --, two, yemen
## Topic 17: yemen, suspect, --, troop, al-qaeda
## Topic 18: yemen, dead, polic, militari, civilian
## Topic 19: gunmen, offic, --, secur, intellig
## Topic 20: yemen, --, kill, fighter, peopl
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -3.974, relative change = 1.272e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -3.973, relative change = 1.834e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -3.973, relative change = 1.077e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -3.972, relative change = 1.083e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -3.972, relative change = 1.101e-04)
## Topic 1: --, yemen, rebel, presid, shiit
## Topic 2: --, citi, yemen, seiz, one
## Topic 3: clash, bomb, six, kill, ambush
## Topic 4: yemeni, air, raid, forc, --
## Topic 5: four, --, blast, zinjibar, day
## Topic 6: kill, offici, yemen, ministri, nine
## Topic 7: --, milit, kill, yemen, five
## Topic 8: three, al, yemen, abyan, ambush
## Topic 9: middl, yemeni, al-qa'idah, --, kill
## Topic 10: al-qaida, say, town, chief, fight
## Topic 11: drone, strike, us, yemen, local
## Topic 12: yemeni, --, sanaa, milit, shell
## Topic 13: qaeda, kill, yemen, policeman, return
## Topic 14: armi, --, -yemen, yemen, say
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: soldier, attack, --, two, yemen
## Topic 17: yemen, suspect, --, troop, al-qaeda
## Topic 18: yemen, dead, polic, militari, civilian
## Topic 19: gunmen, offic, --, secur, intellig
## Topic 20: yemen, --, kill, fighter, peopl
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -3.972, relative change = 9.881e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 82 (approx. per word bound = -3.971, relative change = 8.743e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 83 (approx. per word bound = -3.971, relative change = 8.506e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 84 (approx. per word bound = -3.970, relative change = 9.245e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -3.970, relative change = 8.010e-05)
## Topic 1: --, yemen, rebel, presid, shiit
## Topic 2: --, citi, yemen, seiz, aden
## Topic 3: clash, bomb, six, kill, ambush
## Topic 4: yemeni, air, raid, forc, --
## Topic 5: four, --, blast, zinjibar, five
## Topic 6: kill, offici, yemen, ministri, nine
## Topic 7: --, milit, kill, yemen, five
## Topic 8: three, al, yemen, abyan, ambush
## Topic 9: middl, yemeni, al-qa'idah, --, kill
## Topic 10: al-qaida, say, town, chief, fight
## Topic 11: drone, strike, us, yemen, local
## Topic 12: yemeni, --, sanaa, milit, shell
## Topic 13: qaeda, kill, yemen, policeman, return
## Topic 14: armi, --, -yemen, yemen, say
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: soldier, attack, --, two, yemen
## Topic 17: yemen, suspect, --, troop, al-qaeda
## Topic 18: yemen, dead, polic, militari, civilian
## Topic 19: gunmen, offic, --, secur, intellig
## Topic 20: yemen, --, kill, fighter, peopl
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 86 (approx. per word bound = -3.970, relative change = 6.638e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 87 (approx. per word bound = -3.970, relative change = 7.678e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 88 (approx. per word bound = -3.969, relative change = 1.027e-04)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 89 (approx. per word bound = -3.969, relative change = 8.147e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 90 (approx. per word bound = -3.969, relative change = 4.683e-05)
## Topic 1: --, yemen, rebel, presid, shiit
## Topic 2: --, citi, yemen, seiz, aden
## Topic 3: clash, bomb, six, kill, ambush
## Topic 4: yemeni, air, raid, forc, --
## Topic 5: four, --, five, blast, zinjibar
## Topic 6: kill, offici, yemen, ministri, nine
## Topic 7: --, milit, kill, yemen, battl
## Topic 8: three, al, yemen, qaeda, abyan
## Topic 9: middl, yemeni, al-qa'idah, --, kill
## Topic 10: al-qaida, say, town, chief, fight
## Topic 11: drone, strike, us, yemen, local
## Topic 12: yemeni, --, sanaa, milit, shell
## Topic 13: qaeda, kill, yemen, policeman, return
## Topic 14: armi, --, -yemen, yemen, say
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: soldier, attack, --, two, yemen
## Topic 17: yemen, suspect, --, troop, al-qaeda
## Topic 18: yemen, dead, polic, militari, civilian
## Topic 19: gunmen, offic, --, secur, intellig
## Topic 20: yemen, --, kill, fighter, peopl
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 91 (approx. per word bound = -3.969, relative change = 4.137e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 92 (approx. per word bound = -3.968, relative change = 4.046e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 93 (approx. per word bound = -3.968, relative change = 4.875e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 94 (approx. per word bound = -3.968, relative change = 9.327e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -3.967, relative change = 1.523e-04)
## Topic 1: --, yemen, rebel, presid, shiit
## Topic 2: --, citi, seiz, aden, yemen
## Topic 3: clash, bomb, six, kill, ambush
## Topic 4: yemeni, air, raid, forc, --
## Topic 5: four, --, five, blast, zinjibar
## Topic 6: kill, offici, yemen, ministri, nine
## Topic 7: --, milit, kill, yemen, battl
## Topic 8: three, al, yemen, qaeda, abyan
## Topic 9: middl, yemeni, al-qa'idah, --, kill
## Topic 10: al-qaida, say, town, chief, attack
## Topic 11: drone, strike, us, yemen, local
## Topic 12: yemeni, --, sanaa, milit, shell
## Topic 13: qaeda, kill, yemen, policeman, return
## Topic 14: armi, --, -yemen, yemen, say
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: soldier, attack, --, two, kill
## Topic 17: yemen, suspect, --, troop, al-qaeda
## Topic 18: yemen, dead, polic, militari, civilian
## Topic 19: gunmen, offic, --, secur, intellig
## Topic 20: yemen, --, kill, fighter, peopl
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 96 (approx. per word bound = -3.967, relative change = 9.108e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 97 (approx. per word bound = -3.967, relative change = 6.493e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 98 (approx. per word bound = -3.966, relative change = 4.466e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 99 (approx. per word bound = -3.966, relative change = 2.227e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 100 (approx. per word bound = -3.966, relative change = 1.912e-05)
## Topic 1: --, yemen, rebel, presid, shiit
## Topic 2: --, citi, aden, seiz, yemen
## Topic 3: clash, six, bomb, kill, ambush
## Topic 4: yemeni, air, raid, forc, --
## Topic 5: four, five, --, blast, zinjibar
## Topic 6: kill, offici, yemen, ministri, nine
## Topic 7: --, milit, kill, yemen, battl
## Topic 8: three, al, yemen, qaeda, abyan
## Topic 9: middl, yemeni, al-qa'idah, --, kill
## Topic 10: al-qaida, say, town, milit, chief
## Topic 11: drone, strike, us, yemen, local
## Topic 12: yemeni, --, sanaa, milit, shell
## Topic 13: qaeda, kill, yemen, policeman, return
## Topic 14: armi, --, -yemen, yemen, say
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: soldier, attack, --, two, kill
## Topic 17: yemen, suspect, --, troop, al-qaeda
## Topic 18: yemen, dead, polic, militari, civilian
## Topic 19: gunmen, offic, --, secur, intellig
## Topic 20: yemen, --, kill, fighter, peopl
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 101 (approx. per word bound = -3.966, relative change = 1.952e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 102 (approx. per word bound = -3.966, relative change = 2.072e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 103 (approx. per word bound = -3.966, relative change = 2.461e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 104 (approx. per word bound = -3.966, relative change = 2.179e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 105 (approx. per word bound = -3.966, relative change = 1.819e-05)
## Topic 1: --, yemen, rebel, presid, shiit
## Topic 2: --, citi, aden, seiz, yemen
## Topic 3: clash, six, bomb, kill, ambush
## Topic 4: yemeni, air, raid, forc, --
## Topic 5: four, five, --, blast, zinjibar
## Topic 6: kill, offici, yemen, ministri, nine
## Topic 7: --, milit, kill, yemen, battl
## Topic 8: three, al, yemen, qaeda, abyan
## Topic 9: middl, yemeni, al-qa'idah, --, kill
## Topic 10: al-qaida, say, town, milit, chief
## Topic 11: drone, strike, us, yemen, local
## Topic 12: yemeni, --, sanaa, milit, shell
## Topic 13: qaeda, kill, yemen, policeman, return
## Topic 14: armi, --, -yemen, yemen, say
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: soldier, attack, --, two, kill
## Topic 17: yemen, suspect, --, troop, al-qaeda
## Topic 18: yemen, dead, polic, militari, civilian
## Topic 19: gunmen, offic, --, secur, intellig
## Topic 20: yemen, --, kill, fighter, peopl
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 106 (approx. per word bound = -3.966, relative change = 1.459e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 107 (approx. per word bound = -3.966, relative change = 1.372e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 108 (approx. per word bound = -3.966, relative change = 1.398e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 109 (approx. per word bound = -3.966, relative change = 1.371e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 110 (approx. per word bound = -3.966, relative change = 1.371e-05)
## Topic 1: --, yemen, rebel, presid, shiit
## Topic 2: --, citi, aden, seiz, yemen
## Topic 3: clash, six, bomb, kill, ambush
## Topic 4: yemeni, air, raid, forc, --
## Topic 5: four, five, --, blast, zinjibar
## Topic 6: kill, offici, yemen, ministri, nine
## Topic 7: --, milit, kill, yemen, battl
## Topic 8: three, al, qaeda, yemen, ambush
## Topic 9: middl, yemeni, al-qa'idah, --, kill
## Topic 10: al-qaida, say, milit, town, chief
## Topic 11: drone, strike, us, yemen, local
## Topic 12: yemeni, --, sanaa, milit, shell
## Topic 13: qaeda, kill, yemen, policeman, return
## Topic 14: armi, --, -yemen, yemen, say
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: soldier, attack, --, two, suicid
## Topic 17: yemen, suspect, --, troop, al-qaeda
## Topic 18: yemen, dead, polic, militari, civilian
## Topic 19: gunmen, offic, --, secur, intellig
## Topic 20: yemen, --, kill, fighter, peopl
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 111 (approx. per word bound = -3.965, relative change = 1.754e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 112 (approx. per word bound = -3.965, relative change = 5.143e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 113 (approx. per word bound = -3.965, relative change = 8.271e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 114 (approx. per word bound = -3.965, relative change = 2.366e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 115 (approx. per word bound = -3.965, relative change = 1.743e-05)
## Topic 1: --, yemen, rebel, presid, shiit
## Topic 2: --, citi, aden, seiz, yemen
## Topic 3: clash, six, bomb, kill, ambush
## Topic 4: yemeni, air, raid, forc, --
## Topic 5: four, five, --, blast, zinjibar
## Topic 6: kill, offici, yemen, ministri, nine
## Topic 7: --, kill, milit, yemen, battl
## Topic 8: three, al, qaeda, yemen, ambush
## Topic 9: middl, yemeni, al-qa'idah, --, kill
## Topic 10: al-qaida, milit, say, town, chief
## Topic 11: drone, strike, us, yemen, local
## Topic 12: yemeni, --, sanaa, milit, shell
## Topic 13: qaeda, kill, yemen, return, fresh
## Topic 14: armi, --, -yemen, yemen, say
## Topic 15: aden, --, secur, gulf, threat
## Topic 16: soldier, attack, --, two, suicid
## Topic 17: yemen, suspect, --, troop, al-qaeda
## Topic 18: yemen, dead, polic, militari, civilian
## Topic 19: gunmen, offic, --, secur, intellig
## Topic 20: yemen, --, kill, fighter, peopl
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 116 (approx. per word bound = -3.965, relative change = 1.448e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 117 (approx. per word bound = -3.965, relative change = 1.040e-05)
## .....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## [1] "check plot"
## lra: no prior
sk.lra <- group.searchK(groupID= "-lra",
data=ged.lra,
kmax=20)
## [1] 1038 49
## Warning: 'dfm.corpus()' is deprecated. Use 'tokens()' first.
## Warning: min_nchar, ngrams arguments are not used.
## Warning: '...' should not be used for tokens() arguments; use 'tokens()' first.
## Warning: min_nchar, ngrams arguments are not used.
## Warning: min_nchar, ngrams arguments are not used.
## Warning: 'remove' is deprecated; use dfm_remove() instead
## Warning: 'stem' is deprecated; use dfm_wordstem() instead
## Warning in dfm2stm(x, docvars, omit_empty = TRUE): Dropped 1,038 empty
## document(s)
## Warning in stm(documents = heldout$documents, vocab = heldout$vocab, K = k, :
## K=2 is equivalent to a unidimensional scaling model which you may prefer.
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ..
## Recovering initialization...
## ....
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.415)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.317, relative change = 2.217e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.282, relative change = 8.023e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.266, relative change = 3.788e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.257, relative change = 2.079e-03)
## Topic 1: --, kill, new, vision, uganda
## Topic 2: rebel, africa, armi, lra, ugandan
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
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## Topic 1: --, kill, new, vision, uganda
## Topic 2: rebel, africa, armi, lra, ugandan
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## Topic 1: --, kill, new, vision, uganda
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## Topic 1: --, kill, new, vision, uganda
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## Topic 1: --, kill, new, vision, uganda
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## Topic 1: --, kill, new, vision, uganda
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## Topic 1: --, kill, new, vision, uganda
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## Topic 1: --, kill, new, vision, uganda
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## Topic 1: --, kill, new, vision, uganda
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## Topic 1: --, kill, new, vision, rebel
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## Topic 1: --, kill, new, vision, rebel
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## Topic 1: --, kill, rebel, new, vision
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## Topic 1: --, rebel, kill, new, vision
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## Topic 1: --, rebel, kill, new, vision
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## Topic 1: --, rebel, kill, new, vision
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## Completing Iteration 76 (approx. per word bound = -4.113, relative change = 9.012e-04)
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## Topic 1: --, rebel, kill, new, vision
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## Completing Iteration 81 (approx. per word bound = -4.102, relative change = 2.960e-04)
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## Topic 1: --, rebel, kill, new, vision
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## Completing Iteration 87 (approx. per word bound = -4.097, relative change = 1.672e-04)
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## Topic 1: --, rebel, kill, new, vision
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## Completing Iteration 91 (approx. per word bound = -4.095, relative change = 1.330e-04)
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## Completing Iteration 95 (approx. per word bound = -4.091, relative change = 3.293e-04)
## Topic 1: --, rebel, kill, new, vision
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## Completing Iteration 96 (approx. per word bound = -4.089, relative change = 4.474e-04)
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## Completing Iteration 98 (approx. per word bound = -4.085, relative change = 5.110e-04)
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## Completing Iteration 100 (approx. per word bound = -4.081, relative change = 4.640e-04)
## Topic 1: --, rebel, kill, new, vision
## Topic 2: lra, africa, crisi, sudan, ugandan
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## Completing Iteration 101 (approx. per word bound = -4.080, relative change = 3.819e-04)
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## Completing Iteration 102 (approx. per word bound = -4.078, relative change = 3.063e-04)
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## Completing Iteration 105 (approx. per word bound = -4.076, relative change = 1.972e-04)
## Topic 1: --, rebel, kill, new, vision
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## Completing Iteration 106 (approx. per word bound = -4.075, relative change = 1.829e-04)
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## Completing Iteration 107 (approx. per word bound = -4.074, relative change = 1.749e-04)
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## Completing Iteration 109 (approx. per word bound = -4.073, relative change = 1.790e-04)
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## Completing Iteration 110 (approx. per word bound = -4.072, relative change = 1.939e-04)
## Topic 1: --, rebel, kill, new, vision
## Topic 2: lra, africa, crisi, sudan, clash
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## Completing Iteration 111 (approx. per word bound = -4.071, relative change = 2.208e-04)
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## Completing Iteration 112 (approx. per word bound = -4.070, relative change = 2.549e-04)
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## Completing Iteration 115 (approx. per word bound = -4.067, relative change = 2.242e-04)
## Topic 1: --, rebel, kill, new, vision
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## Completing Iteration 116 (approx. per word bound = -4.066, relative change = 2.233e-04)
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## Completing Iteration 117 (approx. per word bound = -4.065, relative change = 2.337e-04)
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## Completing Iteration 120 (approx. per word bound = -4.062, relative change = 2.466e-04)
## Topic 1: --, kill, rebel, new, armi
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## Completing Iteration 123 (approx. per word bound = -4.059, relative change = 2.234e-04)
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## Completing Iteration 125 (approx. per word bound = -4.058, relative change = 1.607e-04)
## Topic 1: --, kill, rebel, new, armi
## Topic 2: lra, africa, crisi, sudan, --
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## Completing Iteration 126 (approx. per word bound = -4.057, relative change = 1.364e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 127 (approx. per word bound = -4.057, relative change = 1.193e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 128 (approx. per word bound = -4.056, relative change = 1.066e-04)
## ....................................................................................................
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## Completing Iteration 129 (approx. per word bound = -4.056, relative change = 9.599e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 130 (approx. per word bound = -4.056, relative change = 8.711e-05)
## Topic 1: --, kill, rebel, new, armi
## Topic 2: lra, crisi, africa, --, sudan
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -4.055, relative change = 7.921e-05)
## ....................................................................................................
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## Completing Iteration 132 (approx. per word bound = -4.055, relative change = 7.252e-05)
## ....................................................................................................
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## Completing Iteration 133 (approx. per word bound = -4.055, relative change = 6.684e-05)
## ....................................................................................................
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## Completing Iteration 134 (approx. per word bound = -4.055, relative change = 6.217e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 135 (approx. per word bound = -4.054, relative change = 5.836e-05)
## Topic 1: --, kill, rebel, new, armi
## Topic 2: lra, crisi, africa, --, sudan
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 136 (approx. per word bound = -4.054, relative change = 5.562e-05)
## ....................................................................................................
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## Completing Iteration 137 (approx. per word bound = -4.054, relative change = 5.387e-05)
## ....................................................................................................
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## Completing Iteration 138 (approx. per word bound = -4.054, relative change = 5.314e-05)
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## Completing Iteration 139 (approx. per word bound = -4.053, relative change = 5.376e-05)
## ....................................................................................................
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## Completing Iteration 140 (approx. per word bound = -4.053, relative change = 5.669e-05)
## Topic 1: --, kill, rebel, new, armi
## Topic 2: lra, crisi, africa, --, sudan
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 141 (approx. per word bound = -4.053, relative change = 6.328e-05)
## ....................................................................................................
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## Completing Iteration 142 (approx. per word bound = -4.053, relative change = 6.443e-05)
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## Completing Iteration 143 (approx. per word bound = -4.052, relative change = 5.772e-05)
## ....................................................................................................
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## Completing Iteration 144 (approx. per word bound = -4.052, relative change = 5.041e-05)
## ....................................................................................................
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## Completing Iteration 145 (approx. per word bound = -4.052, relative change = 4.481e-05)
## Topic 1: --, kill, rebel, new, africa
## Topic 2: lra, crisi, africa, --, sudan
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 146 (approx. per word bound = -4.052, relative change = 3.840e-05)
## ....................................................................................................
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## Completing Iteration 147 (approx. per word bound = -4.052, relative change = 3.265e-05)
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## Completing Iteration 148 (approx. per word bound = -4.052, relative change = 2.832e-05)
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## Completing Iteration 149 (approx. per word bound = -4.052, relative change = 2.555e-05)
## ....................................................................................................
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## Completing Iteration 150 (approx. per word bound = -4.051, relative change = 2.352e-05)
## Topic 1: --, kill, rebel, new, africa
## Topic 2: lra, crisi, africa, --, sudan
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 151 (approx. per word bound = -4.051, relative change = 2.236e-05)
## ....................................................................................................
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## Completing Iteration 152 (approx. per word bound = -4.051, relative change = 2.151e-05)
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## Completing Iteration 153 (approx. per word bound = -4.051, relative change = 2.160e-05)
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## Completing Iteration 154 (approx. per word bound = -4.051, relative change = 2.320e-05)
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## Completing Iteration 155 (approx. per word bound = -4.051, relative change = 2.783e-05)
## Topic 1: --, kill, rebel, new, africa
## Topic 2: lra, crisi, africa, --, sudan
## ....................................................................................................
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## Completing Iteration 156 (approx. per word bound = -4.051, relative change = 3.564e-05)
## ....................................................................................................
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## Completing Iteration 157 (approx. per word bound = -4.051, relative change = 4.015e-05)
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## Completing Iteration 158 (approx. per word bound = -4.051, relative change = 3.410e-05)
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## Completing Iteration 159 (approx. per word bound = -4.050, relative change = 2.248e-05)
## ....................................................................................................
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## Completing Iteration 160 (approx. per word bound = -4.050, relative change = 1.676e-05)
## Topic 1: --, kill, rebel, africa, new
## Topic 2: lra, crisi, africa, --, sudan
## ....................................................................................................
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## Completing Iteration 161 (approx. per word bound = -4.050, relative change = 1.479e-05)
## ....................................................................................................
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## Completing Iteration 162 (approx. per word bound = -4.050, relative change = 1.402e-05)
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## Completing Iteration 163 (approx. per word bound = -4.050, relative change = 1.418e-05)
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## Completing Iteration 164 (approx. per word bound = -4.050, relative change = 1.568e-05)
## ....................................................................................................
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## Completing Iteration 165 (approx. per word bound = -4.050, relative change = 2.028e-05)
## Topic 1: --, kill, rebel, africa, new
## Topic 2: lra, crisi, africa, --, sudan
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 166 (approx. per word bound = -4.050, relative change = 2.987e-05)
## ....................................................................................................
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## Completing Iteration 167 (approx. per word bound = -4.050, relative change = 3.813e-05)
## ....................................................................................................
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## Completing Iteration 168 (approx. per word bound = -4.050, relative change = 3.418e-05)
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## Completing Iteration 169 (approx. per word bound = -4.050, relative change = 2.004e-05)
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## Completing Iteration 170 (approx. per word bound = -4.050, relative change = 1.275e-05)
## Topic 1: --, kill, rebel, africa, new
## Topic 2: lra, crisi, africa, --, sudan
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 171 (approx. per word bound = -4.049, relative change = 1.041e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ...
## Recovering initialization...
## ....
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 1 (approx. per word bound = -4.292)
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## Completing Iteration 2 (approx. per word bound = -4.169, relative change = 2.861e-02)
## ....................................................................................................
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## Completing Iteration 3 (approx. per word bound = -4.105, relative change = 1.530e-02)
## ....................................................................................................
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## Completing Iteration 4 (approx. per word bound = -4.073, relative change = 7.710e-03)
## ....................................................................................................
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## Completing Iteration 5 (approx. per word bound = -4.057, relative change = 4.044e-03)
## Topic 1: --, kill, rebel, africa, armi
## Topic 2: new, vision, kampala, provinc, humanitair
## Topic 3: polit, kampala, ai, break, war
## ....................................................................................................
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## Completing Iteration 6 (approx. per word bound = -4.043, relative change = 3.465e-03)
## ....................................................................................................
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## Completing Iteration 7 (approx. per word bound = -4.035, relative change = 2.058e-03)
## ....................................................................................................
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## Completing Iteration 8 (approx. per word bound = -4.029, relative change = 1.295e-03)
## ....................................................................................................
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## Completing Iteration 9 (approx. per word bound = -4.024, relative change = 1.233e-03)
## ....................................................................................................
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## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -4.019, relative change = 1.289e-03)
## Topic 1: --, kill, rebel, africa, armi
## Topic 2: new, vision, kampala, apr, provinc
## Topic 3: polit, p, human, ai, break
## ....................................................................................................
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## Completing Iteration 11 (approx. per word bound = -4.014, relative change = 1.184e-03)
## ....................................................................................................
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## Completing Iteration 12 (approx. per word bound = -4.011, relative change = 9.391e-04)
## ....................................................................................................
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## Completing Iteration 13 (approx. per word bound = -4.008, relative change = 7.267e-04)
## ....................................................................................................
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## Completing Iteration 14 (approx. per word bound = -4.005, relative change = 6.407e-04)
## ....................................................................................................
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## Completing Iteration 15 (approx. per word bound = -4.002, relative change = 7.272e-04)
## Topic 1: --, kill, rebel, africa, armi
## Topic 2: new, vision, kampala, apr, africa
## Topic 3: polit, uganda, p, resist, human
## ....................................................................................................
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## Completing Iteration 16 (approx. per word bound = -3.998, relative change = 9.733e-04)
## ....................................................................................................
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## Completing Iteration 17 (approx. per word bound = -3.993, relative change = 1.278e-03)
## ....................................................................................................
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## Completing Iteration 18 (approx. per word bound = -3.987, relative change = 1.577e-03)
## ....................................................................................................
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## Completing Iteration 19 (approx. per word bound = -3.981, relative change = 1.549e-03)
## ....................................................................................................
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## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -3.975, relative change = 1.340e-03)
## Topic 1: --, kill, rebel, armi, lra
## Topic 2: new, vision, kampala, africa, apr
## Topic 3: polit, uganda, p, resist, human
## ....................................................................................................
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## Completing Iteration 21 (approx. per word bound = -3.971, relative change = 1.227e-03)
## ....................................................................................................
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## Completing Iteration 22 (approx. per word bound = -3.966, relative change = 1.079e-03)
## ....................................................................................................
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## Completing Iteration 23 (approx. per word bound = -3.962, relative change = 1.046e-03)
## ....................................................................................................
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## Completing Iteration 24 (approx. per word bound = -3.957, relative change = 1.178e-03)
## ....................................................................................................
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## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -3.953, relative change = 1.207e-03)
## Topic 1: --, kill, rebel, armi, lra
## Topic 2: new, vision, africa, kampala, apr
## Topic 3: polit, uganda, sudan, p, resist
## ....................................................................................................
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## Completing Iteration 26 (approx. per word bound = -3.949, relative change = 9.685e-04)
## ....................................................................................................
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## Completing Iteration 27 (approx. per word bound = -3.947, relative change = 4.982e-04)
## ....................................................................................................
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## Completing Iteration 28 (approx. per word bound = -3.947, relative change = 7.885e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ....
## Recovering initialization...
## ....
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.316)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 2 (approx. per word bound = -4.291, relative change = 5.726e-03)
## ....................................................................................................
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## Completing Iteration 3 (approx. per word bound = -4.084, relative change = 4.828e-02)
## ....................................................................................................
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## Completing Iteration 4 (approx. per word bound = -3.969, relative change = 2.813e-02)
## ....................................................................................................
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## Completing Iteration 5 (approx. per word bound = -3.926, relative change = 1.075e-02)
## Topic 1: lra, crisi, ambush, attack, resist
## Topic 2: rebel, kill, --, armi, ugandan
## Topic 3: new, vision, africa, --, kampala
## Topic 4: --, sudan, uganda, africa, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 6 (approx. per word bound = -3.901, relative change = 6.510e-03)
## ....................................................................................................
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## Completing Iteration 7 (approx. per word bound = -3.881, relative change = 5.112e-03)
## ....................................................................................................
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## Completing Iteration 8 (approx. per word bound = -3.865, relative change = 3.990e-03)
## ....................................................................................................
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## Completing Iteration 9 (approx. per word bound = -3.852, relative change = 3.442e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -3.840, relative change = 2.973e-03)
## Topic 1: lra, crisi, ambush, attack, french
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, sudan, uganda, africa, human
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 11 (approx. per word bound = -3.832, relative change = 2.248e-03)
## ....................................................................................................
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## Completing Iteration 12 (approx. per word bound = -3.826, relative change = 1.393e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 13 (approx. per word bound = -3.823, relative change = 7.565e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 14 (approx. per word bound = -3.822, relative change = 5.190e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -3.820, relative change = 5.121e-04)
## Topic 1: lra, crisi, ambush, attack, french
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, sudan, africa, uganda, human
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 16 (approx. per word bound = -3.817, relative change = 6.480e-04)
## ....................................................................................................
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## Completing Iteration 17 (approx. per word bound = -3.814, relative change = 7.550e-04)
## ....................................................................................................
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## Completing Iteration 18 (approx. per word bound = -3.812, relative change = 6.946e-04)
## ....................................................................................................
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## Completing Iteration 19 (approx. per word bound = -3.810, relative change = 4.478e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -3.808, relative change = 4.344e-04)
## Topic 1: lra, crisi, ambush, attack, french
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, sudan, africa, uganda, human
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 21 (approx. per word bound = -3.806, relative change = 4.996e-04)
## ....................................................................................................
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## Completing Iteration 22 (approx. per word bound = -3.804, relative change = 4.697e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 23 (approx. per word bound = -3.802, relative change = 5.545e-04)
## ....................................................................................................
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## Completing Iteration 24 (approx. per word bound = -3.800, relative change = 6.255e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -3.798, relative change = 6.070e-04)
## Topic 1: lra, crisi, french, koni, provinc
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, africa, sudan, uganda, human
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -3.796, relative change = 4.964e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -3.794, relative change = 3.693e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -3.793, relative change = 2.895e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -3.792, relative change = 2.325e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -3.792, relative change = 1.897e-04)
## Topic 1: lra, crisi, french, koni, provinc
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, africa, sudan, uganda, human
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -3.791, relative change = 1.660e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -3.790, relative change = 1.708e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -3.790, relative change = 2.030e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -3.789, relative change = 2.498e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -3.788, relative change = 1.891e-04)
## Topic 1: lra, crisi, french, koni, provinc
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, africa, sudan, uganda, human
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 36 (approx. per word bound = -3.787, relative change = 1.721e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -3.787, relative change = 1.748e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -3.786, relative change = 1.794e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -3.785, relative change = 1.977e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -3.784, relative change = 2.135e-04)
## Topic 1: lra, crisi, french, koni, provinc
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, africa, sudan, uganda, human
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -3.784, relative change = 2.409e-04)
## ....................................................................................................
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## Completing Iteration 42 (approx. per word bound = -3.783, relative change = 1.815e-04)
## ....................................................................................................
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## Completing Iteration 43 (approx. per word bound = -3.782, relative change = 1.717e-04)
## ....................................................................................................
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## Completing Iteration 44 (approx. per word bound = -3.782, relative change = 1.791e-04)
## ....................................................................................................
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## Completing Iteration 45 (approx. per word bound = -3.781, relative change = 2.044e-04)
## Topic 1: lra, crisi, french, koni, provinc
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, africa, uganda, sudan, human
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -3.780, relative change = 1.831e-04)
## ....................................................................................................
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## Completing Iteration 47 (approx. per word bound = -3.780, relative change = 1.494e-04)
## ....................................................................................................
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## Completing Iteration 48 (approx. per word bound = -3.779, relative change = 1.212e-04)
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## Completing Iteration 49 (approx. per word bound = -3.779, relative change = 1.379e-04)
## ....................................................................................................
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## Completing Iteration 50 (approx. per word bound = -3.778, relative change = 1.512e-04)
## Topic 1: lra, crisi, french, koni, provinc
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, africa, uganda, sudan, human
## ....................................................................................................
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## Completing Iteration 51 (approx. per word bound = -3.778, relative change = 9.712e-05)
## ....................................................................................................
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## Completing Iteration 52 (approx. per word bound = -3.777, relative change = 6.450e-05)
## ....................................................................................................
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## Completing Iteration 53 (approx. per word bound = -3.777, relative change = 5.781e-05)
## ....................................................................................................
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## Completing Iteration 54 (approx. per word bound = -3.777, relative change = 6.290e-05)
## ....................................................................................................
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## Completing Iteration 55 (approx. per word bound = -3.776, relative change = 1.175e-04)
## Topic 1: lra, crisi, french, koni, provinc
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, africa, uganda, sudan, human
## ....................................................................................................
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## Completing Iteration 56 (approx. per word bound = -3.776, relative change = 1.588e-04)
## ....................................................................................................
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## Completing Iteration 57 (approx. per word bound = -3.775, relative change = 1.239e-04)
## ....................................................................................................
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## Completing Iteration 58 (approx. per word bound = -3.775, relative change = 4.771e-05)
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## Completing Iteration 59 (approx. per word bound = -3.775, relative change = 4.050e-05)
## ....................................................................................................
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## Completing Iteration 60 (approx. per word bound = -3.775, relative change = 3.760e-05)
## Topic 1: lra, crisi, french, koni, provinc
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, africa, uganda, sudan, human
## ....................................................................................................
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## Completing Iteration 61 (approx. per word bound = -3.775, relative change = 3.485e-05)
## ....................................................................................................
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## Completing Iteration 62 (approx. per word bound = -3.775, relative change = 3.265e-05)
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## Completing Iteration 63 (approx. per word bound = -3.775, relative change = 3.074e-05)
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## Completing Iteration 64 (approx. per word bound = -3.774, relative change = 2.883e-05)
## ....................................................................................................
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## Completing Iteration 65 (approx. per word bound = -3.774, relative change = 2.732e-05)
## Topic 1: lra, crisi, french, koni, provinc
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, africa, uganda, sudan, human
## ....................................................................................................
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## Completing Iteration 66 (approx. per word bound = -3.774, relative change = 2.609e-05)
## ....................................................................................................
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## Completing Iteration 67 (approx. per word bound = -3.774, relative change = 2.463e-05)
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## Completing Iteration 68 (approx. per word bound = -3.774, relative change = 2.337e-05)
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## Completing Iteration 69 (approx. per word bound = -3.774, relative change = 2.262e-05)
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## Completing Iteration 70 (approx. per word bound = -3.774, relative change = 2.176e-05)
## Topic 1: lra, crisi, french, koni, provinc
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, africa, uganda, sudan, human
## ....................................................................................................
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## Completing Iteration 71 (approx. per word bound = -3.774, relative change = 2.124e-05)
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## Completing Iteration 72 (approx. per word bound = -3.774, relative change = 2.077e-05)
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## Completing Iteration 73 (approx. per word bound = -3.774, relative change = 2.037e-05)
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## Completing Iteration 74 (approx. per word bound = -3.774, relative change = 2.097e-05)
## ....................................................................................................
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## Completing Iteration 75 (approx. per word bound = -3.773, relative change = 2.348e-05)
## Topic 1: lra, crisi, french, koni, provinc
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, africa, uganda, sudan, human
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 76 (approx. per word bound = -3.773, relative change = 2.880e-05)
## ....................................................................................................
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## Completing Iteration 77 (approx. per word bound = -3.773, relative change = 3.718e-05)
## ....................................................................................................
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## Completing Iteration 78 (approx. per word bound = -3.773, relative change = 3.727e-05)
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## Completing Iteration 79 (approx. per word bound = -3.773, relative change = 3.364e-05)
## ....................................................................................................
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## Completing Iteration 80 (approx. per word bound = -3.773, relative change = 2.059e-05)
## Topic 1: lra, crisi, french, koni, provinc
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, africa, uganda, sudan, human
## ....................................................................................................
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## Completing Iteration 81 (approx. per word bound = -3.773, relative change = 1.708e-05)
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## Completing Iteration 82 (approx. per word bound = -3.773, relative change = 1.602e-05)
## ....................................................................................................
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## Completing Iteration 83 (approx. per word bound = -3.773, relative change = 1.529e-05)
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## Completing Iteration 84 (approx. per word bound = -3.773, relative change = 1.479e-05)
## ....................................................................................................
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## Completing Iteration 85 (approx. per word bound = -3.773, relative change = 1.414e-05)
## Topic 1: lra, crisi, french, koni, provinc
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, africa, uganda, sudan, human
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 86 (approx. per word bound = -3.773, relative change = 1.413e-05)
## ....................................................................................................
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## Completing Iteration 87 (approx. per word bound = -3.772, relative change = 1.339e-05)
## ....................................................................................................
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## Completing Iteration 88 (approx. per word bound = -3.772, relative change = 1.304e-05)
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## Completing Iteration 89 (approx. per word bound = -3.772, relative change = 1.250e-05)
## ....................................................................................................
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## Completed M-Step.
## Completing Iteration 90 (approx. per word bound = -3.772, relative change = 1.223e-05)
## Topic 1: lra, crisi, french, koni, provinc
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, africa, uganda, sudan, human
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 91 (approx. per word bound = -3.772, relative change = 1.229e-05)
## ....................................................................................................
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## Completing Iteration 92 (approx. per word bound = -3.772, relative change = 1.168e-05)
## ....................................................................................................
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## Completing Iteration 93 (approx. per word bound = -3.772, relative change = 1.152e-05)
## ....................................................................................................
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## Completing Iteration 94 (approx. per word bound = -3.772, relative change = 1.138e-05)
## ....................................................................................................
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## Completing Iteration 95 (approx. per word bound = -3.772, relative change = 1.110e-05)
## Topic 1: lra, crisi, french, koni, provinc
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, africa, uganda, sudan, human
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 96 (approx. per word bound = -3.772, relative change = 1.172e-05)
## ....................................................................................................
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## Completing Iteration 97 (approx. per word bound = -3.772, relative change = 1.161e-05)
## ....................................................................................................
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## Completing Iteration 98 (approx. per word bound = -3.772, relative change = 1.274e-05)
## ....................................................................................................
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## Completing Iteration 99 (approx. per word bound = -3.772, relative change = 1.357e-05)
## ....................................................................................................
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## Completing Iteration 100 (approx. per word bound = -3.772, relative change = 1.627e-05)
## Topic 1: lra, crisi, french, koni, provinc
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, africa, uganda, sudan, human
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 101 (approx. per word bound = -3.772, relative change = 1.933e-05)
## ....................................................................................................
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## Completing Iteration 102 (approx. per word bound = -3.772, relative change = 2.668e-05)
## ....................................................................................................
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## Completing Iteration 103 (approx. per word bound = -3.772, relative change = 3.973e-05)
## ....................................................................................................
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## Completing Iteration 104 (approx. per word bound = -3.771, relative change = 6.566e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 105 (approx. per word bound = -3.771, relative change = 8.085e-05)
## Topic 1: lra, crisi, french, koni, provinc
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, africa, uganda, sudan, human
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 106 (approx. per word bound = -3.771, relative change = 8.199e-05)
## ....................................................................................................
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## Completing Iteration 107 (approx. per word bound = -3.771, relative change = 3.962e-05)
## ....................................................................................................
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## Completing Iteration 108 (approx. per word bound = -3.770, relative change = 2.018e-05)
## ....................................................................................................
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## Completing Iteration 109 (approx. per word bound = -3.770, relative change = 1.494e-05)
## ....................................................................................................
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## Completing Iteration 110 (approx. per word bound = -3.770, relative change = 1.300e-05)
## Topic 1: lra, crisi, french, koni, provinc
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, africa, uganda, sudan, human
## ....................................................................................................
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## Completing Iteration 111 (approx. per word bound = -3.770, relative change = 1.160e-05)
## ....................................................................................................
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## Completing Iteration 112 (approx. per word bound = -3.770, relative change = 1.168e-05)
## ....................................................................................................
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## Completing Iteration 113 (approx. per word bound = -3.770, relative change = 1.081e-05)
## ....................................................................................................
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## Completing Iteration 114 (approx. per word bound = -3.770, relative change = 1.019e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 115 (approx. per word bound = -3.770, relative change = 1.016e-05)
## Topic 1: lra, crisi, french, koni, provinc
## Topic 2: --, kill, rebel, armi, ugandan
## Topic 3: africa, new, vision, kampala, polit
## Topic 4: --, africa, uganda, sudan, human
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## .....
## Recovering initialization...
## ....
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 1 (approx. per word bound = -4.321)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 2 (approx. per word bound = -4.251, relative change = 1.613e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.220, relative change = 7.298e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ......
## Recovering initialization...
## ....
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.264)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 2 (approx. per word bound = -4.220, relative change = 1.040e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 3 (approx. per word bound = -4.056, relative change = 3.891e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -3.888, relative change = 4.121e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -3.823, relative change = 1.680e-02)
## Topic 1: crisi, war, french, provinc, humanitair
## Topic 2: new, vision, africa, kampala, polit
## Topic 3: --, lra, attack, incid, congo
## Topic 4: sudan, --, kill, lra, africa
## Topic 5: rebel, kill, --, armi, ugandan
## Topic 6: --, uganda, p, africa, ambush
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 6 (approx. per word bound = -3.790, relative change = 8.592e-03)
## ....................................................................................................
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## Completing Iteration 7 (approx. per word bound = -3.773, relative change = 4.477e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 8 (approx. per word bound = -3.762, relative change = 2.893e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -3.751, relative change = 2.891e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -3.741, relative change = 2.917e-03)
## Topic 1: war, french, provinc, humanitair, oriental
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: sudan, africa, lra, kill, armi
## Topic 5: rebel, kill, armi, --, ugandan
## Topic 6: uganda, --, ambush, p, ai
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 11 (approx. per word bound = -3.728, relative change = 3.219e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 12 (approx. per word bound = -3.716, relative change = 3.298e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 13 (approx. per word bound = -3.708, relative change = 2.333e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -3.703, relative change = 1.191e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -3.700, relative change = 9.111e-04)
## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: sudan, africa, kill, lra, armi
## Topic 5: rebel, kill, --, armi, ugandan
## Topic 6: uganda, --, ambush, p, ai
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 16 (approx. per word bound = -3.696, relative change = 8.908e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 17 (approx. per word bound = -3.695, relative change = 4.818e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 18 (approx. per word bound = -3.694, relative change = 3.017e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -3.692, relative change = 3.601e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -3.690, relative change = 5.080e-04)
## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: sudan, africa, kill, lra, armi
## Topic 5: rebel, kill, --, armi, ugandan
## Topic 6: uganda, --, ambush, p, ai
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -3.689, relative change = 3.639e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 22 (approx. per word bound = -3.688, relative change = 1.921e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -3.688, relative change = 1.810e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 24 (approx. per word bound = -3.687, relative change = 2.107e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -3.686, relative change = 2.511e-04)
## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: sudan, africa, kill, lra, armi
## Topic 5: rebel, kill, --, armi, ugandan
## Topic 6: uganda, --, ambush, p, ai
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 26 (approx. per word bound = -3.685, relative change = 2.678e-04)
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## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: sudan, africa, kill, lra, ugandan
## Topic 5: rebel, kill, --, armi, ugandan
## Topic 6: uganda, --, ambush, p, ai
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## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: sudan, kill, africa, lra, ugandan
## Topic 5: rebel, kill, --, armi, ugandan
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## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
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## Topic 5: rebel, kill, --, armi, ugandan
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## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
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## Topic 4: kill, africa, sudan, lra, ugandan
## Topic 5: rebel, kill, --, armi, ugandan
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## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
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## Topic 5: rebel, kill, --, armi, ugandan
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## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
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## Topic 5: rebel, kill, --, armi, ugandan
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## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: kill, africa, sudan, lra, rebel
## Topic 5: rebel, kill, --, armi, ugandan
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## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: kill, africa, sudan, lra, rebel
## Topic 5: rebel, kill, --, armi, ugandan
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## Completing Iteration 70 (approx. per word bound = -3.661, relative change = 3.987e-05)
## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: kill, africa, sudan, lra, rebel
## Topic 5: rebel, kill, --, armi, ugandan
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## Completing Iteration 75 (approx. per word bound = -3.660, relative change = 4.718e-05)
## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: kill, africa, lra, sudan, rebel
## Topic 5: rebel, kill, --, armi, ugandan
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## Completing Iteration 76 (approx. per word bound = -3.660, relative change = 7.262e-05)
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## Completing Iteration 80 (approx. per word bound = -3.660, relative change = 3.203e-05)
## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: kill, africa, lra, sudan, rebel
## Topic 5: rebel, kill, --, armi, ugandan
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## Completing Iteration 81 (approx. per word bound = -3.659, relative change = 3.118e-05)
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## Completing Iteration 85 (approx. per word bound = -3.659, relative change = 2.934e-05)
## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: kill, africa, lra, sudan, rebel
## Topic 5: rebel, kill, --, armi, ugandan
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## Completing Iteration 90 (approx. per word bound = -3.658, relative change = 3.602e-05)
## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: kill, africa, lra, sudan, rebel
## Topic 5: rebel, kill, --, armi, ugandan
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## Completing Iteration 91 (approx. per word bound = -3.658, relative change = 4.067e-05)
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## Completing Iteration 95 (approx. per word bound = -3.658, relative change = 3.712e-05)
## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: kill, africa, lra, sudan, rebel
## Topic 5: rebel, kill, --, armi, ugandan
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## Completing Iteration 96 (approx. per word bound = -3.658, relative change = 3.595e-05)
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## Completing Iteration 100 (approx. per word bound = -3.657, relative change = 4.020e-05)
## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: kill, africa, lra, sudan, rebel
## Topic 5: rebel, kill, --, armi, ugandan
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## Completing Iteration 101 (approx. per word bound = -3.657, relative change = 4.298e-05)
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## Completing Iteration 105 (approx. per word bound = -3.656, relative change = 4.728e-05)
## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: kill, africa, lra, rebel, sudan
## Topic 5: rebel, kill, --, armi, ugandan
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## Completing Iteration 106 (approx. per word bound = -3.656, relative change = 4.129e-05)
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## Completing Iteration 110 (approx. per word bound = -3.656, relative change = 2.010e-05)
## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: kill, africa, lra, rebel, ugandan
## Topic 5: rebel, kill, --, armi, ugandan
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## Completing Iteration 111 (approx. per word bound = -3.656, relative change = 1.830e-05)
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## Completing Iteration 115 (approx. per word bound = -3.655, relative change = 1.534e-05)
## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: kill, africa, lra, rebel, ugandan
## Topic 5: rebel, kill, --, armi, ugandan
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## Completing Iteration 116 (approx. per word bound = -3.655, relative change = 1.801e-05)
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## Completing Iteration 120 (approx. per word bound = -3.655, relative change = 2.067e-05)
## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: kill, africa, lra, rebel, ugandan
## Topic 5: rebel, kill, --, armi, ugandan
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## Completed E-Step (0 seconds).
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## Completing Iteration 125 (approx. per word bound = -3.655, relative change = 1.238e-05)
## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: kill, africa, lra, rebel, ugandan
## Topic 5: rebel, kill, --, armi, ugandan
## Topic 6: uganda, --, ambush, p, ai
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 126 (approx. per word bound = -3.655, relative change = 1.152e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 127 (approx. per word bound = -3.655, relative change = 1.188e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 128 (approx. per word bound = -3.655, relative change = 1.139e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 129 (approx. per word bound = -3.655, relative change = 1.146e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 130 (approx. per word bound = -3.654, relative change = 1.107e-05)
## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: kill, africa, lra, rebel, ugandan
## Topic 5: rebel, kill, --, armi, ugandan
## Topic 6: uganda, --, ambush, p, ai
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -3.654, relative change = 1.157e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 132 (approx. per word bound = -3.654, relative change = 1.022e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 133 (approx. per word bound = -3.654, relative change = 1.082e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 134 (approx. per word bound = -3.654, relative change = 1.057e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 135 (approx. per word bound = -3.654, relative change = 1.007e-05)
## Topic 1: french, provinc, humanitair, oriental, au
## Topic 2: africa, new, vision, kampala, polit
## Topic 3: --, lra, crisi, attack, incid
## Topic 4: kill, africa, lra, rebel, ugandan
## Topic 5: rebel, kill, --, armi, ugandan
## Topic 6: uganda, --, ambush, p, ai
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 136 (approx. per word bound = -3.654, relative change = 1.020e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## .......
## Recovering initialization...
## ....
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 1 (approx. per word bound = -4.266)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 2 (approx. per word bound = -4.134, relative change = 3.100e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ........
## Recovering initialization...
## ....
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.491)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## .........
## Recovering initialization...
## ....
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.455)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ..........
## Recovering initialization...
## ....
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 1 (approx. per word bound = -4.454)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ...........
## Recovering initialization...
## ....
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.543)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ............
## Recovering initialization...
## ....
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.806)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.750, relative change = 1.150e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## .............
## Recovering initialization...
## ....
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.857)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.816, relative change = 8.572e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.659, relative change = 3.246e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 4 (approx. per word bound = -4.454, relative change = 4.410e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.270, relative change = 4.135e-02)
## Topic 1: kill, ugandan, uganda, crisi, armi
## Topic 2: africa, three, nine, say, okapi
## Topic 3: africa, three, nine, say, okapi
## Topic 4: armi, africa, central, bulletin, resist
## Topic 5: p, war, ai, break, zone
## Topic 6: p, war, command, africa, Ã
## Topic 7: africa, w, incid, armi, one
## Topic 8: --, ambush, soldier, five, via
## Topic 9: vision, armi, sudan, polit, sep
## Topic 10: --, daili, provinc, humanitair, oriental
## Topic 11: lra, kampala, claim, clash, bunia
## Topic 12: new, comtex, koni, raid, ionl
## Topic 13: rebel, apr, attack, french, eight
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.174, relative change = 2.235e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ..............
## Recovering initialization...
## ....
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.763)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ...............
## Recovering initialization...
## ....
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -5.227)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.741, relative change = 9.297e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.561, relative change = 3.802e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.409, relative change = 3.343e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.260, relative change = 3.364e-02)
## Topic 1: africa, crisi, eight, drcongo, seven
## Topic 2: uganda, kill, apr, ai, break
## Topic 3: uganda, kill, apr, ai, break
## Topic 4: kill, updf, forc, lord, troop
## Topic 5: kill, uganda, deux, tué, haut
## Topic 6: kill, three, uganda, ionl, koni
## Topic 7: kill, four, koni, enough, troop
## Topic 8: claim, five, command, dow, arm
## Topic 9: vision, french, candip, past, sep
## Topic 10: lra, kampala, comtex, armi, incid
## Topic 11: nine, war, human, provinc, humanitair
## Topic 12: new, ugandan, two, attack, via
## Topic 13: sudan, ambush, region, bunia, vol
## Topic 14: rebel, ugandan, soldier, rescu, peopl
## Topic 15: --, armi, ugandan, polit, p
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -4.107, relative change = 3.609e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -4.045, relative change = 1.491e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -3.994, relative change = 1.267e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -3.953, relative change = 1.037e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -3.916, relative change = 9.264e-03)
## Topic 1: africa, crisi, eight, drcongo, seven
## Topic 2: uganda, p, ai, break, war
## Topic 3: uganda, kill, apr, global, past
## Topic 4: kill, updf, lord, resist, forc
## Topic 5: kill, la, deux, tué, leader
## Topic 6: kill, three, ionl, koni, fight
## Topic 7: four, kill, koni, enough, cite
## Topic 8: claim, five, command, dow, arm
## Topic 9: vision, french, candip, sep, kinshasa
## Topic 10: lra, kampala, comtex, incid, daili
## Topic 11: nine, provinc, humanitair, oriental, au
## Topic 12: new, two, attack, via, raid
## Topic 13: sudan, ambush, region, bunia, vol
## Topic 14: rebel, ugandan, soldier, clash, rescu
## Topic 15: --, armi, polit, say, ugandan
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -3.889, relative change = 6.867e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -3.865, relative change = 6.153e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -3.846, relative change = 5.014e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -3.829, relative change = 4.282e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -3.812, relative change = 4.512e-03)
## Topic 1: africa, crisi, polit, eight, drcongo
## Topic 2: uganda, p, human, --, ai
## Topic 3: uganda, kill, apr, global, two
## Topic 4: updf, attack, kill, lord, resist
## Topic 5: kill, la, Ã , de, okapi
## Topic 6: three, kill, ionl, peopl, koni
## Topic 7: four, enough, koni, soldier, cite
## Topic 8: claim, five, command, soldier, dow
## Topic 9: vision, french, candip, sep, kinshasa
## Topic 10: lra, kampala, comtex, daili, incid
## Topic 11: nine, provinc, humanitair, oriental, au
## Topic 12: new, via, raid, jun, foil
## Topic 13: sudan, ambush, region, bunia, vol
## Topic 14: rebel, ugandan, rescu, clash, captiv
## Topic 15: --, armi, say, ugandan, govt
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -3.796, relative change = 4.105e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -3.786, relative change = 2.745e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -3.777, relative change = 2.263e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -3.768, relative change = 2.370e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -3.760, relative change = 2.151e-03)
## Topic 1: africa, crisi, polit, drcongo, eight
## Topic 2: uganda, p, --, ai, break
## Topic 3: uganda, kill, apr, two, global
## Topic 4: attack, updf, lord, resist, troop
## Topic 5: kill, la, Ã , de, say
## Topic 6: three, ionl, arm, peopl, kill
## Topic 7: four, region, enough, cite, soldier
## Topic 8: claim, five, soldier, command, dow
## Topic 9: vision, french, sep, kinshasa, okapi
## Topic 10: lra, kampala, comtex, daili, incid
## Topic 11: nine, provinc, humanitair, oriental, au
## Topic 12: new, via, raid, jun, foil
## Topic 13: sudan, ambush, vol, equatoria, ac
## Topic 14: rebel, ugandan, rescu, clash, captiv
## Topic 15: --, armi, say, govt, cease-fir
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -3.753, relative change = 1.984e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -3.745, relative change = 2.024e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -3.736, relative change = 2.523e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -3.728, relative change = 2.035e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -3.722, relative change = 1.566e-03)
## Topic 1: africa, crisi, polit, drcongo, eight
## Topic 2: uganda, p, --, ai, break
## Topic 3: uganda, kill, apr, two, global
## Topic 4: attack, updf, lord, resist, armi
## Topic 5: kill, say, la, Ã , de
## Topic 6: three, ionl, arm, koni, peopl
## Topic 7: four, region, enough, cite, soldier
## Topic 8: claim, five, soldier, command, dow
## Topic 9: vision, sep, french, kinshasa, okapi
## Topic 10: lra, kampala, comtex, daili, incid
## Topic 11: nine, provinc, humanitair, oriental, french
## Topic 12: new, via, jun, raid, foil
## Topic 13: sudan, ambush, vol, equatoria, ac
## Topic 14: rebel, ugandan, rescu, suspect, dr
## Topic 15: --, armi, camp, say, cease-fir
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -3.717, relative change = 1.475e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -3.713, relative change = 1.181e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -3.709, relative change = 1.053e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -3.705, relative change = 1.071e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -3.701, relative change = 1.069e-03)
## Topic 1: africa, crisi, polit, drcongo, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: uganda, kill, two, global, eight
## Topic 4: attack, updf, armi, lord, resist
## Topic 5: kill, say, la, seven, Ã
## Topic 6: three, ionl, arm, koni, peopl
## Topic 7: four, clash, region, enough, ugandan
## Topic 8: claim, five, soldier, command, dow
## Topic 9: vision, apr, sep, kinshasa, okapi
## Topic 10: lra, kampala, comtex, crisi, daili
## Topic 11: french, provinc, humanitair, oriental, nine
## Topic 12: new, via, jun, raid, foil
## Topic 13: sudan, ambush, vol, ac, equatoria
## Topic 14: rebel, ugandan, rescu, suspect, dr
## Topic 15: --, armi, camp, say, lra
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -3.697, relative change = 1.063e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -3.692, relative change = 1.178e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -3.687, relative change = 1.347e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -3.683, relative change = 1.224e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -3.679, relative change = 1.080e-03)
## Topic 1: africa, polit, drcongo, crisi, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: uganda, kill, two, global, eight
## Topic 4: attack, armi, updf, resist, lord
## Topic 5: kill, nine, say, seven, la
## Topic 6: three, ionl, arm, koni, peopl
## Topic 7: clash, four, region, enough, ugandan
## Topic 8: claim, five, soldier, command, dow
## Topic 9: vision, apr, sep, kampala, kinshasa
## Topic 10: lra, kampala, crisi, comtex, daili
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, via, jun, raid, foil
## Topic 13: sudan, ambush, vol, lra, ac
## Topic 14: rebel, ugandan, rescu, dr, suspect
## Topic 15: --, armi, camp, lra, engag
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -3.675, relative change = 9.990e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -3.672, relative change = 9.316e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -3.668, relative change = 9.208e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -3.665, relative change = 9.725e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -3.661, relative change = 1.096e-03)
## Topic 1: africa, polit, drcongo, war, w
## Topic 2: uganda, p, --, human, ai
## Topic 3: uganda, kill, two, global, eight
## Topic 4: attack, armi, updf, resist, lord
## Topic 5: kill, nine, say, seven, la
## Topic 6: three, ionl, arm, koni, peopl
## Topic 7: clash, four, region, ugandan, enough
## Topic 8: claim, five, soldier, command, dow
## Topic 9: vision, kampala, apr, sep, kinshasa
## Topic 10: lra, kampala, crisi, comtex, daili
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, via, jun, raid, kampala
## Topic 13: sudan, ambush, lra, vol, raid
## Topic 14: rebel, ugandan, rescu, armi, dr
## Topic 15: --, armi, camp, lra, engag
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -3.657, relative change = 1.125e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -3.653, relative change = 1.010e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -3.650, relative change = 9.709e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -3.646, relative change = 9.553e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.643, relative change = 9.666e-04)
## Topic 1: africa, polit, drcongo, war, w
## Topic 2: uganda, p, --, human, ai
## Topic 3: uganda, kill, two, eight, global
## Topic 4: attack, armi, resist, lord, troop
## Topic 5: kill, nine, say, seven, la
## Topic 6: three, ionl, arm, koni, peopl
## Topic 7: clash, four, ugandan, region, enough
## Topic 8: claim, five, soldier, command, dow
## Topic 9: vision, kampala, apr, sep, kinshasa
## Topic 10: lra, crisi, comtex, kampala, daili
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, via, kampala, jun, raid
## Topic 13: sudan, ambush, kill, vol, lra
## Topic 14: rebel, ugandan, armi, rescu, dr
## Topic 15: --, armi, lra, camp, abducte
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -3.639, relative change = 1.038e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -3.634, relative change = 1.193e-03)
## ....................................................................................................
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## Completing Iteration 48 (approx. per word bound = -3.630, relative change = 1.347e-03)
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## Completing Iteration 49 (approx. per word bound = -3.625, relative change = 1.304e-03)
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## Completing Iteration 50 (approx. per word bound = -3.620, relative change = 1.192e-03)
## Topic 1: africa, polit, war, w, ablaz
## Topic 2: uganda, p, --, human, ai
## Topic 3: uganda, kill, two, eight, week
## Topic 4: attack, armi, resist, lord, troop
## Topic 5: kill, nine, say, seven, la
## Topic 6: three, ionl, arm, koni, peopl
## Topic 7: clash, drcongo, ugandan, four, region
## Topic 8: claim, five, soldier, updf, command
## Topic 9: vision, kampala, apr, sep, kinshasa
## Topic 10: lra, crisi, comtex, daili, incid
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, kampala, via, global, jun
## Topic 13: sudan, ambush, kill, vol, lra
## Topic 14: rebel, ugandan, armi, rescu, dr
## Topic 15: --, armi, lra, camp, abducte
## ....................................................................................................
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## Completing Iteration 51 (approx. per word bound = -3.616, relative change = 1.097e-03)
## ....................................................................................................
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## Completing Iteration 52 (approx. per word bound = -3.613, relative change = 9.169e-04)
## ....................................................................................................
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## Completing Iteration 53 (approx. per word bound = -3.610, relative change = 8.309e-04)
## ....................................................................................................
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## Completing Iteration 54 (approx. per word bound = -3.607, relative change = 7.546e-04)
## ....................................................................................................
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## Completing Iteration 55 (approx. per word bound = -3.604, relative change = 8.956e-04)
## Topic 1: africa, polit, war, w, ablaz
## Topic 2: uganda, p, --, human, ai
## Topic 3: uganda, kill, two, eight, claim
## Topic 4: attack, armi, resist, lord, troop
## Topic 5: kill, nine, say, seven, la
## Topic 6: three, forc, arm, koni, ionl
## Topic 7: ugandan, clash, drcongo, four, region
## Topic 8: five, soldier, updf, claim, command
## Topic 9: vision, kampala, apr, sep, kinshasa
## Topic 10: lra, crisi, daili, incid, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, global, comtex, via, kampala
## Topic 13: sudan, ambush, kill, vol, ac
## Topic 14: rebel, ugandan, armi, rescu, dr
## Topic 15: --, armi, lra, camp, raid
## ....................................................................................................
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## Completing Iteration 56 (approx. per word bound = -3.600, relative change = 1.094e-03)
## ....................................................................................................
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## Completing Iteration 57 (approx. per word bound = -3.598, relative change = 6.504e-04)
## ....................................................................................................
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## Completing Iteration 58 (approx. per word bound = -3.596, relative change = 6.094e-04)
## ....................................................................................................
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## Completing Iteration 59 (approx. per word bound = -3.594, relative change = 5.080e-04)
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## Completing Iteration 60 (approx. per word bound = -3.592, relative change = 4.751e-04)
## Topic 1: africa, polit, war, w, ablaz
## Topic 2: uganda, p, --, human, ai
## Topic 3: uganda, kill, claim, two, eight
## Topic 4: attack, armi, resist, lord, troop
## Topic 5: kill, nine, say, seven, lra
## Topic 6: three, forc, arm, koni, ionl
## Topic 7: ugandan, clash, drcongo, four, region
## Topic 8: five, soldier, updf, command, dow
## Topic 9: vision, kampala, apr, sep, kinshasa
## Topic 10: lra, crisi, daili, incid, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, global, comtex, via, kampala
## Topic 13: sudan, ambush, kill, vol, ac
## Topic 14: rebel, ugandan, armi, rescu, claim
## Topic 15: --, armi, lra, camp, raid
## ....................................................................................................
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## Completing Iteration 61 (approx. per word bound = -3.591, relative change = 4.705e-04)
## ....................................................................................................
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## Completing Iteration 62 (approx. per word bound = -3.589, relative change = 4.671e-04)
## ....................................................................................................
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## Completing Iteration 63 (approx. per word bound = -3.587, relative change = 4.990e-04)
## ....................................................................................................
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## Completing Iteration 64 (approx. per word bound = -3.585, relative change = 5.850e-04)
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## Completing Iteration 65 (approx. per word bound = -3.583, relative change = 6.158e-04)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, human, ai
## Topic 3: uganda, kill, claim, two, eight
## Topic 4: attack, armi, resist, lord, troop
## Topic 5: kill, nine, lra, say, seven
## Topic 6: three, forc, arm, koni, ionl
## Topic 7: ugandan, clash, drcongo, four, region
## Topic 8: five, soldier, updf, command, dow
## Topic 9: vision, kampala, apr, sep, kinshasa
## Topic 10: lra, crisi, incid, drc, uel
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, global, comtex, via, jun
## Topic 13: sudan, ambush, kill, vol, ac
## Topic 14: rebel, armi, ugandan, rescu, captiv
## Topic 15: --, armi, lra, raid, camp
## ....................................................................................................
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## Completing Iteration 66 (approx. per word bound = -3.581, relative change = 5.648e-04)
## ....................................................................................................
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## Completing Iteration 67 (approx. per word bound = -3.579, relative change = 5.198e-04)
## ....................................................................................................
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## Completing Iteration 68 (approx. per word bound = -3.577, relative change = 5.051e-04)
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## Completing Iteration 69 (approx. per word bound = -3.575, relative change = 4.560e-04)
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## Completing Iteration 70 (approx. per word bound = -3.574, relative change = 4.083e-04)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, human, ai
## Topic 3: uganda, kill, claim, two, eight
## Topic 4: armi, attack, resist, lord, troop
## Topic 5: kill, lra, nine, say, seven
## Topic 6: three, forc, arm, koni, ionl
## Topic 7: ugandan, clash, drcongo, four, region
## Topic 8: five, soldier, updf, command, dow
## Topic 9: vision, kampala, apr, sep, kinshasa
## Topic 10: lra, crisi, attack, incid, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, global, comtex, via, jun
## Topic 13: sudan, ambush, kill, vol, ac
## Topic 14: rebel, armi, ugandan, rescu, captiv
## Topic 15: --, lra, armi, raid, camp
## ....................................................................................................
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## Completing Iteration 71 (approx. per word bound = -3.573, relative change = 3.675e-04)
## ....................................................................................................
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## Completing Iteration 72 (approx. per word bound = -3.571, relative change = 3.703e-04)
## ....................................................................................................
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## Completing Iteration 73 (approx. per word bound = -3.570, relative change = 3.733e-04)
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## Completing Iteration 74 (approx. per word bound = -3.569, relative change = 3.696e-04)
## ....................................................................................................
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## Completing Iteration 75 (approx. per word bound = -3.567, relative change = 3.568e-04)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: uganda, kill, claim, two, eight
## Topic 4: armi, resist, attack, lord, troop
## Topic 5: kill, lra, nine, say, seven
## Topic 6: three, forc, arm, koni, ionl
## Topic 7: ugandan, clash, drcongo, four, region
## Topic 8: five, soldier, updf, command, dow
## Topic 9: vision, kampala, apr, sep, kinshasa
## Topic 10: lra, crisi, attack, incid, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, global, comtex, via, jun
## Topic 13: sudan, ambush, kill, vol, ac
## Topic 14: rebel, armi, ugandan, rescu, captiv
## Topic 15: --, lra, armi, raid, camp
## ....................................................................................................
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## Completing Iteration 76 (approx. per word bound = -3.566, relative change = 3.443e-04)
## ....................................................................................................
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## Completing Iteration 77 (approx. per word bound = -3.565, relative change = 3.522e-04)
## ....................................................................................................
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## Completing Iteration 78 (approx. per word bound = -3.564, relative change = 3.804e-04)
## ....................................................................................................
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## Completing Iteration 79 (approx. per word bound = -3.562, relative change = 3.757e-04)
## ....................................................................................................
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## Completing Iteration 80 (approx. per word bound = -3.561, relative change = 3.560e-04)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: uganda, kill, claim, two, eight
## Topic 4: armi, resist, lord, attack, troop
## Topic 5: kill, lra, nine, say, seven
## Topic 6: three, forc, arm, koni, ionl
## Topic 7: ugandan, clash, drcongo, four, region
## Topic 8: five, soldier, updf, command, dow
## Topic 9: vision, kampala, apr, sep, kinshasa
## Topic 10: lra, crisi, attack, incid, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, global, comtex, via, jun
## Topic 13: sudan, ambush, kill, vol, lra
## Topic 14: rebel, armi, ugandan, rescu, captiv
## Topic 15: --, lra, armi, raid, camp
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 81 (approx. per word bound = -3.560, relative change = 3.270e-04)
## ....................................................................................................
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## Completing Iteration 82 (approx. per word bound = -3.559, relative change = 3.045e-04)
## ....................................................................................................
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## Completing Iteration 83 (approx. per word bound = -3.558, relative change = 2.890e-04)
## ....................................................................................................
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## Completing Iteration 84 (approx. per word bound = -3.557, relative change = 2.823e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 85 (approx. per word bound = -3.556, relative change = 2.645e-04)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: uganda, kill, claim, two, eight
## Topic 4: armi, resist, lord, attack, troop
## Topic 5: kill, lra, nine, say, seven
## Topic 6: three, forc, uganda, arm, koni
## Topic 7: ugandan, clash, drcongo, four, region
## Topic 8: five, soldier, updf, command, kill
## Topic 9: vision, kampala, apr, sep, jun
## Topic 10: lra, crisi, attack, incid, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, global, comtex, via, jun
## Topic 13: sudan, ambush, kill, vol, lra
## Topic 14: rebel, armi, ugandan, rescu, captiv
## Topic 15: --, lra, raid, camp, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 86 (approx. per word bound = -3.555, relative change = 2.453e-04)
## ....................................................................................................
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## Completing Iteration 87 (approx. per word bound = -3.554, relative change = 2.477e-04)
## ....................................................................................................
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## Completing Iteration 88 (approx. per word bound = -3.553, relative change = 2.946e-04)
## ....................................................................................................
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## Completing Iteration 89 (approx. per word bound = -3.552, relative change = 2.867e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 90 (approx. per word bound = -3.551, relative change = 2.580e-04)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: uganda, kill, claim, two, eight
## Topic 4: armi, resist, lord, attack, troop
## Topic 5: kill, lra, nine, say, seven
## Topic 6: three, uganda, forc, arm, koni
## Topic 7: ugandan, clash, drcongo, four, region
## Topic 8: five, soldier, updf, command, kill
## Topic 9: vision, kampala, apr, jun, sep
## Topic 10: lra, crisi, attack, incid, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, global, comtex, via, foil
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, captiv
## Topic 15: --, lra, raid, camp, armi
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 91 (approx. per word bound = -3.550, relative change = 2.370e-04)
## ....................................................................................................
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## Completing Iteration 92 (approx. per word bound = -3.549, relative change = 2.028e-04)
## ....................................................................................................
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## Completing Iteration 93 (approx. per word bound = -3.549, relative change = 1.990e-04)
## ....................................................................................................
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## Completing Iteration 94 (approx. per word bound = -3.548, relative change = 2.793e-04)
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## Completed E-Step (0 seconds).
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## Completing Iteration 95 (approx. per word bound = -3.546, relative change = 5.330e-04)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, claim, two, eight
## Topic 4: armi, resist, attack, lord, troop
## Topic 5: kill, lra, nine, say, seven
## Topic 6: three, uganda, forc, arm, koni
## Topic 7: ugandan, clash, four, drcongo, region
## Topic 8: soldier, updf, five, command, kill
## Topic 9: vision, kampala, apr, jun, sep
## Topic 10: lra, crisi, attack, incid, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, global, comtex, via, foil
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, captiv
## Topic 15: --, raid, camp, lra, abducte
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 96 (approx. per word bound = -3.543, relative change = 7.616e-04)
## ....................................................................................................
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## Completing Iteration 97 (approx. per word bound = -3.540, relative change = 9.171e-04)
## ....................................................................................................
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## Completing Iteration 98 (approx. per word bound = -3.538, relative change = 6.113e-04)
## ....................................................................................................
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## Completing Iteration 99 (approx. per word bound = -3.537, relative change = 3.059e-04)
## ....................................................................................................
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## Completing Iteration 100 (approx. per word bound = -3.536, relative change = 2.200e-04)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, claim, two, eight
## Topic 4: armi, attack, resist, lord, troop
## Topic 5: kill, lra, nine, say, seven
## Topic 6: three, uganda, forc, arm, koni
## Topic 7: ugandan, clash, four, drcongo, congo
## Topic 8: soldier, updf, five, kill, command
## Topic 9: vision, kampala, apr, jun, sep
## Topic 10: lra, crisi, attack, incid, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, global, comtex, via, foil
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, captiv
## Topic 15: --, raid, camp, lra, abducte
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 101 (approx. per word bound = -3.535, relative change = 1.975e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 102 (approx. per word bound = -3.534, relative change = 2.001e-04)
## ....................................................................................................
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## Completing Iteration 103 (approx. per word bound = -3.534, relative change = 2.105e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 104 (approx. per word bound = -3.533, relative change = 2.183e-04)
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## Completed E-Step (0 seconds).
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## Completing Iteration 105 (approx. per word bound = -3.532, relative change = 2.082e-04)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, claim, two, eight
## Topic 4: armi, attack, resist, lord, troop
## Topic 5: kill, lra, nine, say, seven
## Topic 6: three, uganda, forc, arm, koni
## Topic 7: ugandan, clash, four, drcongo, congo
## Topic 8: soldier, updf, kill, command, five
## Topic 9: vision, kampala, apr, jun, new
## Topic 10: lra, crisi, attack, incid, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, global, comtex, via, foil
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, captiv
## Topic 15: --, raid, camp, abducte, engag
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 106 (approx. per word bound = -3.532, relative change = 1.653e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 107 (approx. per word bound = -3.531, relative change = 1.477e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 108 (approx. per word bound = -3.531, relative change = 1.244e-04)
## ....................................................................................................
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## Completing Iteration 109 (approx. per word bound = -3.530, relative change = 1.110e-04)
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## Completed E-Step (0 seconds).
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## Completing Iteration 110 (approx. per word bound = -3.530, relative change = 1.114e-04)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, claim, two, eight
## Topic 4: armi, attack, resist, lord, troop
## Topic 5: kill, lra, nine, say, seven
## Topic 6: three, uganda, forc, arm, koni
## Topic 7: ugandan, clash, four, drcongo, congo
## Topic 8: soldier, updf, kill, command, dow
## Topic 9: vision, kampala, apr, jun, new
## Topic 10: lra, crisi, incid, attack, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, global, comtex, via, foil
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, captiv
## Topic 15: --, raid, camp, abducte, engag
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 111 (approx. per word bound = -3.530, relative change = 1.094e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 112 (approx. per word bound = -3.529, relative change = 1.062e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 113 (approx. per word bound = -3.529, relative change = 9.223e-05)
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## Completed E-Step (0 seconds).
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## Completing Iteration 114 (approx. per word bound = -3.529, relative change = 8.120e-05)
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## Completed E-Step (0 seconds).
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## Completing Iteration 115 (approx. per word bound = -3.528, relative change = 7.588e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, claim, two, eight
## Topic 4: armi, attack, resist, lord, troop
## Topic 5: kill, lra, nine, say, seven
## Topic 6: three, uganda, forc, arm, koni
## Topic 7: ugandan, clash, four, drcongo, congo
## Topic 8: soldier, updf, kill, command, dow
## Topic 9: vision, kampala, apr, new, jun
## Topic 10: lra, crisi, incid, attack, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, global, comtex, via, foil
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, captiv
## Topic 15: --, raid, camp, abducte, engag
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 116 (approx. per word bound = -3.528, relative change = 7.205e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 117 (approx. per word bound = -3.528, relative change = 7.017e-05)
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## Completing Iteration 119 (approx. per word bound = -3.527, relative change = 6.930e-05)
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## Completing Iteration 120 (approx. per word bound = -3.527, relative change = 6.864e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, claim, two, eight
## Topic 4: armi, attack, resist, lord, troop
## Topic 5: kill, lra, nine, say, seven
## Topic 6: three, uganda, forc, arm, koni
## Topic 7: ugandan, clash, four, drcongo, congo
## Topic 8: soldier, updf, kill, command, dow
## Topic 9: vision, kampala, apr, new, jun
## Topic 10: lra, crisi, incid, attack, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, global, comtex, via, foil
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, captiv
## Topic 15: --, raid, camp, abducte, engag
## ....................................................................................................
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## Completing Iteration 121 (approx. per word bound = -3.527, relative change = 6.908e-05)
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## Completing Iteration 125 (approx. per word bound = -3.526, relative change = 7.380e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, claim, two, eight
## Topic 4: armi, attack, resist, lord, troop
## Topic 5: lra, kill, nine, say, seven
## Topic 6: three, uganda, forc, arm, koni
## Topic 7: ugandan, clash, four, drcongo, congo
## Topic 8: soldier, updf, kill, command, dow
## Topic 9: vision, kampala, new, apr, jun
## Topic 10: lra, crisi, incid, attack, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, global, comtex, via, foil
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, captiv
## Topic 15: --, raid, camp, abducte, engag
## ....................................................................................................
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## Completing Iteration 126 (approx. per word bound = -3.525, relative change = 7.812e-05)
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## Completing Iteration 128 (approx. per word bound = -3.525, relative change = 7.725e-05)
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## Completing Iteration 130 (approx. per word bound = -3.524, relative change = 8.962e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, claim, two, eight
## Topic 4: armi, attack, resist, troop, lord
## Topic 5: lra, kill, nine, say, seven
## Topic 6: three, uganda, forc, arm, koni
## Topic 7: ugandan, clash, four, drcongo, congo
## Topic 8: soldier, updf, kill, command, dow
## Topic 9: vision, kampala, new, apr, jun
## Topic 10: lra, crisi, incid, attack, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, global, comtex, via, foil
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, captiv
## Topic 15: --, raid, camp, abducte, engag
## ....................................................................................................
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## Completing Iteration 131 (approx. per word bound = -3.524, relative change = 9.053e-05)
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## Completing Iteration 132 (approx. per word bound = -3.524, relative change = 8.473e-05)
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## Completing Iteration 135 (approx. per word bound = -3.523, relative change = 9.843e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, claim, two, eight
## Topic 4: armi, attack, troop, resist, lord
## Topic 5: lra, kill, nine, say, seven
## Topic 6: three, uganda, forc, arm, koni
## Topic 7: ugandan, clash, four, drcongo, congo
## Topic 8: soldier, updf, kill, command, dow
## Topic 9: vision, kampala, new, apr, jun
## Topic 10: lra, crisi, incid, attack, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, global, comtex, via, foil
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, captiv
## Topic 15: --, raid, camp, abducte, engag
## ....................................................................................................
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## Completing Iteration 136 (approx. per word bound = -3.522, relative change = 9.417e-05)
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## Completing Iteration 137 (approx. per word bound = -3.522, relative change = 9.744e-05)
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## Completing Iteration 138 (approx. per word bound = -3.522, relative change = 1.091e-04)
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## Completing Iteration 140 (approx. per word bound = -3.521, relative change = 1.250e-04)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, claim, two, five
## Topic 4: armi, attack, --, troop, resist
## Topic 5: lra, kill, nine, say, seven
## Topic 6: three, uganda, forc, arm, koni
## Topic 7: ugandan, clash, four, drcongo, congo
## Topic 8: soldier, updf, kill, command, dow
## Topic 9: vision, kampala, new, apr, jun
## Topic 10: lra, crisi, incid, attack, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, global, comtex, via, foil
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, captiv
## Topic 15: --, raid, camp, abducte, engag
## ....................................................................................................
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## Completing Iteration 141 (approx. per word bound = -3.520, relative change = 1.215e-04)
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## Completing Iteration 142 (approx. per word bound = -3.520, relative change = 1.187e-04)
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## Completing Iteration 143 (approx. per word bound = -3.520, relative change = 1.205e-04)
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## Completing Iteration 144 (approx. per word bound = -3.519, relative change = 1.247e-04)
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## Completing Iteration 145 (approx. per word bound = -3.519, relative change = 1.405e-04)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, claim, two, five
## Topic 4: armi, attack, --, troop, resist
## Topic 5: lra, kill, nine, say, seven
## Topic 6: three, uganda, forc, arm, koni
## Topic 7: ugandan, clash, four, drcongo, congo
## Topic 8: soldier, updf, kill, command, dow
## Topic 9: vision, kampala, new, apr, jun
## Topic 10: lra, crisi, incid, attack, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, comtex, global, via, foil
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, captiv
## Topic 15: --, raid, camp, abducte, engag
## ....................................................................................................
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## Completing Iteration 146 (approx. per word bound = -3.518, relative change = 1.969e-04)
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## Completing Iteration 147 (approx. per word bound = -3.517, relative change = 2.630e-04)
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## Completing Iteration 148 (approx. per word bound = -3.516, relative change = 1.915e-04)
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## Completing Iteration 149 (approx. per word bound = -3.516, relative change = 1.029e-04)
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## Completing Iteration 150 (approx. per word bound = -3.516, relative change = 7.366e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, claim, two, five
## Topic 4: armi, --, attack, troop, resist
## Topic 5: lra, kill, nine, say, seven
## Topic 6: three, uganda, forc, --, arm
## Topic 7: ugandan, clash, four, drcongo, congo
## Topic 8: soldier, updf, kill, command, dow
## Topic 9: vision, kampala, new, apr, jun
## Topic 10: lra, crisi, incid, attack, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, comtex, global, via, foil
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, captiv
## Topic 15: --, raid, camp, abducte, engag
## ....................................................................................................
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## Completing Iteration 151 (approx. per word bound = -3.515, relative change = 6.576e-05)
## ....................................................................................................
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## Completing Iteration 152 (approx. per word bound = -3.515, relative change = 6.406e-05)
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## Completing Iteration 153 (approx. per word bound = -3.515, relative change = 6.169e-05)
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## Completing Iteration 154 (approx. per word bound = -3.515, relative change = 6.010e-05)
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## Completing Iteration 155 (approx. per word bound = -3.515, relative change = 5.983e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, claim, two, five
## Topic 4: armi, --, attack, troop, resist
## Topic 5: lra, kill, nine, say, la
## Topic 6: three, uganda, forc, --, arm
## Topic 7: ugandan, clash, four, drcongo, congo
## Topic 8: soldier, updf, kill, command, dow
## Topic 9: vision, kampala, new, apr, jun
## Topic 10: lra, crisi, incid, attack, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, comtex, global, via, foil
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, captiv
## Topic 15: --, raid, camp, abducte, engag
## ....................................................................................................
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## Completing Iteration 156 (approx. per word bound = -3.514, relative change = 5.741e-05)
## ....................................................................................................
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## Completing Iteration 157 (approx. per word bound = -3.514, relative change = 5.936e-05)
## ....................................................................................................
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## Completing Iteration 158 (approx. per word bound = -3.514, relative change = 5.816e-05)
## ....................................................................................................
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## Completing Iteration 159 (approx. per word bound = -3.514, relative change = 5.859e-05)
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## Completing Iteration 160 (approx. per word bound = -3.514, relative change = 5.881e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, claim, two, five
## Topic 4: armi, --, attack, troop, resist
## Topic 5: lra, kill, nine, la, cite
## Topic 6: three, uganda, forc, --, arm
## Topic 7: ugandan, clash, four, drcongo, congo
## Topic 8: soldier, updf, kill, command, dow
## Topic 9: vision, kampala, new, apr, jun
## Topic 10: lra, crisi, incid, attack, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, comtex, global, via, foil
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, captiv
## Topic 15: --, raid, camp, abducte, engag
## ....................................................................................................
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## Completing Iteration 161 (approx. per word bound = -3.513, relative change = 6.029e-05)
## ....................................................................................................
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## Completing Iteration 162 (approx. per word bound = -3.513, relative change = 6.057e-05)
## ....................................................................................................
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## Completing Iteration 163 (approx. per word bound = -3.513, relative change = 6.265e-05)
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## Completing Iteration 164 (approx. per word bound = -3.513, relative change = 6.467e-05)
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## Completing Iteration 165 (approx. per word bound = -3.512, relative change = 6.694e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, claim, two, say
## Topic 4: armi, --, attack, troop, resist
## Topic 5: lra, kill, nine, la, cite
## Topic 6: three, uganda, forc, --, arm
## Topic 7: ugandan, clash, four, drcongo, congo
## Topic 8: soldier, updf, kill, command, dow
## Topic 9: vision, kampala, new, apr, jun
## Topic 10: lra, crisi, incid, attack, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, comtex, global, via, foil
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, captiv
## Topic 15: --, camp, raid, seven, abducte
## ....................................................................................................
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## Completing Iteration 166 (approx. per word bound = -3.512, relative change = 6.899e-05)
## ....................................................................................................
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## Completing Iteration 167 (approx. per word bound = -3.512, relative change = 7.300e-05)
## ....................................................................................................
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## Completing Iteration 168 (approx. per word bound = -3.512, relative change = 7.462e-05)
## ....................................................................................................
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## Completing Iteration 169 (approx. per word bound = -3.511, relative change = 7.600e-05)
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## Completing Iteration 170 (approx. per word bound = -3.511, relative change = 7.765e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, claim, lra, two
## Topic 4: armi, --, attack, troop, resist
## Topic 5: lra, kill, nine, la, cite
## Topic 6: three, uganda, forc, --, arm
## Topic 7: ugandan, clash, four, congo, drcongo
## Topic 8: soldier, updf, kill, command, dow
## Topic 9: vision, kampala, new, apr, jun
## Topic 10: lra, crisi, incid, attack, drc
## Topic 11: french, provinc, humanitair, oriental, bunia
## Topic 12: new, comtex, global, via, foil
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, kill
## Topic 15: --, camp, raid, seven, abducte
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 171 (approx. per word bound = -3.511, relative change = 7.738e-05)
## ....................................................................................................
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## Completing Iteration 172 (approx. per word bound = -3.511, relative change = 7.549e-05)
## ....................................................................................................
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## Completing Iteration 173 (approx. per word bound = -3.510, relative change = 7.483e-05)
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## Completing Iteration 174 (approx. per word bound = -3.510, relative change = 7.470e-05)
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## Completing Iteration 175 (approx. per word bound = -3.510, relative change = 7.507e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, lra, claim, say
## Topic 4: armi, --, attack, troop, resist
## Topic 5: lra, kill, nine, la, cite
## Topic 6: three, uganda, forc, --, arm
## Topic 7: ugandan, clash, four, congo, drcongo
## Topic 8: soldier, updf, kill, command, dow
## Topic 9: vision, kampala, new, apr, jun
## Topic 10: lra, crisi, incid, attack, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, comtex, global, via, foil
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, kill
## Topic 15: --, camp, raid, seven, abducte
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 176 (approx. per word bound = -3.510, relative change = 8.017e-05)
## ....................................................................................................
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## Completing Iteration 177 (approx. per word bound = -3.509, relative change = 9.079e-05)
## ....................................................................................................
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## Completing Iteration 178 (approx. per word bound = -3.509, relative change = 1.032e-04)
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## Completing Iteration 179 (approx. per word bound = -3.509, relative change = 9.983e-05)
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## Completing Iteration 180 (approx. per word bound = -3.508, relative change = 8.554e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, lra, claim, say
## Topic 4: armi, --, attack, troop, resist
## Topic 5: lra, kill, nine, la, cite
## Topic 6: three, uganda, forc, --, arm
## Topic 7: ugandan, clash, four, congo, drcongo
## Topic 8: soldier, updf, kill, command, dow
## Topic 9: vision, kampala, new, apr, jun
## Topic 10: lra, crisi, incid, attack, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, comtex, global, via, foil
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, kill
## Topic 15: --, camp, raid, seven, abducte
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 181 (approx. per word bound = -3.508, relative change = 7.632e-05)
## ....................................................................................................
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## Completing Iteration 182 (approx. per word bound = -3.508, relative change = 7.153e-05)
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## Completing Iteration 183 (approx. per word bound = -3.507, relative change = 6.817e-05)
## ....................................................................................................
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## Completing Iteration 184 (approx. per word bound = -3.507, relative change = 6.711e-05)
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## Completing Iteration 185 (approx. per word bound = -3.507, relative change = 6.523e-05)
## Topic 1: africa, polit, war, w, ablaz
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, lra, claim, say
## Topic 4: armi, --, attack, troop, resist
## Topic 5: lra, kill, nine, la, cite
## Topic 6: three, uganda, forc, --, arm
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, kill, command, sudan
## Topic 9: vision, kampala, new, apr, jun
## Topic 10: lra, crisi, incid, attack, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, comtex, global, via, foil
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, kill
## Topic 15: --, camp, raid, seven, abducte
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 186 (approx. per word bound = -3.507, relative change = 6.457e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 187 (approx. per word bound = -3.507, relative change = 6.538e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 188 (approx. per word bound = -3.506, relative change = 6.613e-05)
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## Completing Iteration 189 (approx. per word bound = -3.506, relative change = 6.785e-05)
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## Completing Iteration 190 (approx. per word bound = -3.506, relative change = 7.443e-05)
## Topic 1: africa, polit, war, w, ablaz
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, lra, claim, say
## Topic 4: armi, --, attack, troop, resist
## Topic 5: lra, kill, nine, la, cite
## Topic 6: three, uganda, forc, --, arm
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, kill, command, sudan
## Topic 9: vision, kampala, new, apr, jun
## Topic 10: lra, crisi, incid, attack, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, comtex, global, via, foil
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, kill
## Topic 15: --, camp, raid, seven, abducte
## ....................................................................................................
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## Completing Iteration 191 (approx. per word bound = -3.505, relative change = 8.815e-05)
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## Completing Iteration 195 (approx. per word bound = -3.503, relative change = 1.148e-04)
## Topic 1: africa, polit, war, w, ablaz
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, lra, claim, say
## Topic 4: armi, --, attack, troop, resist
## Topic 5: lra, kill, nine, la, cite
## Topic 6: three, uganda, forc, --, arm
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, kill, command, sudan
## Topic 9: vision, new, kampala, apr, jun
## Topic 10: lra, crisi, incid, attack, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, comtex, global, via, africa
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, kill
## Topic 15: --, camp, raid, seven, abducte
## ....................................................................................................
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## Completing Iteration 196 (approx. per word bound = -3.503, relative change = 8.397e-05)
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## Completing Iteration 200 (approx. per word bound = -3.501, relative change = 1.033e-04)
## Topic 1: africa, polit, war, w, ablaz
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, lra, claim, say
## Topic 4: armi, --, attack, troop, resist
## Topic 5: kill, lra, nine, la, cite
## Topic 6: three, uganda, forc, --, arm
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, kill, command, sudan
## Topic 9: vision, new, kampala, apr, jun
## Topic 10: lra, crisi, incid, attack, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, comtex, global, via, africa
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, kill
## Topic 15: --, camp, raid, seven, abducte
## ....................................................................................................
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## Completing Iteration 201 (approx. per word bound = -3.501, relative change = 9.994e-05)
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## Completing Iteration 205 (approx. per word bound = -3.500, relative change = 1.035e-04)
## Topic 1: africa, polit, war, w, ablaz
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, lra, claim, say
## Topic 4: armi, --, attack, troop, resist
## Topic 5: kill, lra, nine, la, cite
## Topic 6: three, uganda, forc, --, arm
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, command, kill, sudan
## Topic 9: vision, new, kampala, apr, jun
## Topic 10: lra, crisi, incid, attack, drc
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, africa, comtex, global, via
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, kill
## Topic 15: --, camp, raid, seven, abducte
## ....................................................................................................
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## Completing Iteration 206 (approx. per word bound = -3.499, relative change = 1.047e-04)
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## Completing Iteration 207 (approx. per word bound = -3.499, relative change = 1.094e-04)
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## Completing Iteration 209 (approx. per word bound = -3.498, relative change = 1.131e-04)
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## Completing Iteration 210 (approx. per word bound = -3.498, relative change = 1.140e-04)
## Topic 1: africa, polit, war, w, ablaz
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, lra, claim, rebel
## Topic 4: armi, --, attack, troop, resist
## Topic 5: kill, lra, nine, la, cite
## Topic 6: three, uganda, forc, --, arm
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, command, kill, sudan
## Topic 9: vision, new, kampala, apr, jun
## Topic 10: lra, crisi, incid, --, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, africa, comtex, global, via
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, kill
## Topic 15: --, camp, raid, seven, abducte
## ....................................................................................................
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## Completing Iteration 211 (approx. per word bound = -3.497, relative change = 1.134e-04)
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## Completing Iteration 212 (approx. per word bound = -3.497, relative change = 1.113e-04)
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## Completing Iteration 213 (approx. per word bound = -3.497, relative change = 1.084e-04)
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## Completing Iteration 214 (approx. per word bound = -3.496, relative change = 1.055e-04)
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## Completing Iteration 215 (approx. per word bound = -3.496, relative change = 1.034e-04)
## Topic 1: africa, polit, war, w, ablaz
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, uganda, lra, claim, rebel
## Topic 4: armi, --, attack, troop, resist
## Topic 5: kill, lra, nine, la, cite
## Topic 6: three, uganda, forc, --, arm
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, kill, command, sudan
## Topic 9: vision, new, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, africa, comtex, global, via
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, kill
## Topic 15: --, camp, raid, seven, abducte
## ....................................................................................................
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## Completing Iteration 216 (approx. per word bound = -3.495, relative change = 1.038e-04)
## ....................................................................................................
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## Completing Iteration 217 (approx. per word bound = -3.495, relative change = 1.089e-04)
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## Completing Iteration 218 (approx. per word bound = -3.495, relative change = 1.059e-04)
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## Completing Iteration 219 (approx. per word bound = -3.494, relative change = 1.149e-04)
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## Completing Iteration 220 (approx. per word bound = -3.494, relative change = 9.475e-05)
## Topic 1: africa, polit, war, w, ablaz
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, lra, uganda, claim, rebel
## Topic 4: armi, --, attack, troop, resist
## Topic 5: kill, nine, lra, la, cite
## Topic 6: three, uganda, forc, --, arm
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, kill, command, sudan
## Topic 9: vision, new, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, africa, comtex, global, via
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, kill
## Topic 15: --, camp, raid, seven, abducte
## ....................................................................................................
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## Completing Iteration 221 (approx. per word bound = -3.494, relative change = 8.491e-05)
## ....................................................................................................
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## Completing Iteration 222 (approx. per word bound = -3.493, relative change = 8.193e-05)
## ....................................................................................................
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## Completing Iteration 223 (approx. per word bound = -3.493, relative change = 8.090e-05)
## ....................................................................................................
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## Completing Iteration 224 (approx. per word bound = -3.493, relative change = 8.066e-05)
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## Completing Iteration 225 (approx. per word bound = -3.493, relative change = 7.971e-05)
## Topic 1: africa, polit, war, w, ablaz
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, lra, uganda, claim, rebel
## Topic 4: armi, --, attack, troop, resist
## Topic 5: kill, nine, lra, la, cite
## Topic 6: three, uganda, --, forc, arm
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, kill, command, sudan
## Topic 9: vision, new, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, africa, comtex, global, via
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, kill
## Topic 15: --, camp, raid, seven, abducte
## ....................................................................................................
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## Completing Iteration 226 (approx. per word bound = -3.492, relative change = 8.010e-05)
## ....................................................................................................
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## Completing Iteration 227 (approx. per word bound = -3.492, relative change = 8.061e-05)
## ....................................................................................................
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## Completing Iteration 228 (approx. per word bound = -3.492, relative change = 8.141e-05)
## ....................................................................................................
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## Completing Iteration 229 (approx. per word bound = -3.491, relative change = 8.212e-05)
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## Completing Iteration 230 (approx. per word bound = -3.491, relative change = 8.470e-05)
## Topic 1: africa, polit, war, w, ablaz
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: armi, --, attack, troop, resist
## Topic 5: kill, nine, lra, la, cite
## Topic 6: three, uganda, --, forc, arm
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, kill, sudan, command
## Topic 9: vision, new, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: new, africa, comtex, global, via
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, kill
## Topic 15: --, camp, raid, seven, abducte
## ....................................................................................................
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## Completing Iteration 231 (approx. per word bound = -3.491, relative change = 8.553e-05)
## ....................................................................................................
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## Completing Iteration 232 (approx. per word bound = -3.491, relative change = 8.835e-05)
## ....................................................................................................
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## Completing Iteration 233 (approx. per word bound = -3.490, relative change = 8.964e-05)
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## Completing Iteration 234 (approx. per word bound = -3.490, relative change = 9.196e-05)
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## Completing Iteration 235 (approx. per word bound = -3.490, relative change = 9.276e-05)
## Topic 1: africa, polit, war, w, ablaz
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: --, armi, attack, troop, resist
## Topic 5: kill, nine, lra, la, cite
## Topic 6: three, uganda, --, forc, arm
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, kill, sudan, command
## Topic 9: vision, new, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, new, comtex, global, via
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, kill
## Topic 15: --, raid, camp, seven, abducte
## ....................................................................................................
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## Completing Iteration 236 (approx. per word bound = -3.489, relative change = 9.416e-05)
## ....................................................................................................
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## Completing Iteration 237 (approx. per word bound = -3.489, relative change = 9.463e-05)
## ....................................................................................................
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## Completing Iteration 238 (approx. per word bound = -3.489, relative change = 9.504e-05)
## ....................................................................................................
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## Completing Iteration 239 (approx. per word bound = -3.488, relative change = 9.518e-05)
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## Completing Iteration 240 (approx. per word bound = -3.488, relative change = 9.390e-05)
## Topic 1: africa, polit, war, w, ablaz
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: armi, --, attack, troop, resist
## Topic 5: kill, nine, lra, --, la
## Topic 6: three, uganda, forc, --, arm
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, kill, sudan, command
## Topic 9: vision, new, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, new, kampala, comtex, global
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, kill
## Topic 15: --, raid, seven, camp, abducte
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 241 (approx. per word bound = -3.488, relative change = 9.299e-05)
## ....................................................................................................
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## Completing Iteration 242 (approx. per word bound = -3.487, relative change = 9.091e-05)
## ....................................................................................................
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## Completing Iteration 243 (approx. per word bound = -3.487, relative change = 8.895e-05)
## ....................................................................................................
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## Completing Iteration 244 (approx. per word bound = -3.487, relative change = 8.704e-05)
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## Completing Iteration 245 (approx. per word bound = -3.486, relative change = 8.445e-05)
## Topic 1: africa, polit, war, w, ablaz
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: armi, --, attack, troop, resist
## Topic 5: kill, nine, --, lra, la
## Topic 6: three, uganda, forc, --, arm
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, command
## Topic 9: vision, new, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, comtex, global, new
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, kill
## Topic 15: --, raid, seven, camp, abducte
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 246 (approx. per word bound = -3.486, relative change = 8.314e-05)
## ....................................................................................................
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## Completing Iteration 247 (approx. per word bound = -3.486, relative change = 8.045e-05)
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## Completing Iteration 248 (approx. per word bound = -3.486, relative change = 8.031e-05)
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## Completing Iteration 249 (approx. per word bound = -3.485, relative change = 8.180e-05)
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## Completing Iteration 250 (approx. per word bound = -3.485, relative change = 8.607e-05)
## Topic 1: africa, polit, war, w, ablaz
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: armi, --, attack, troop, resist
## Topic 5: --, kill, nine, lra, la
## Topic 6: three, uganda, forc, --, arm
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, command
## Topic 9: vision, new, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, comtex, global, via
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, rescu, kill
## Topic 15: --, raid, seven, camp, abducte
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 251 (approx. per word bound = -3.485, relative change = 9.295e-05)
## ....................................................................................................
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## Completing Iteration 252 (approx. per word bound = -3.484, relative change = 1.012e-04)
## ....................................................................................................
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## Completing Iteration 253 (approx. per word bound = -3.484, relative change = 1.038e-04)
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## Completing Iteration 254 (approx. per word bound = -3.484, relative change = 9.938e-05)
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## Completing Iteration 255 (approx. per word bound = -3.483, relative change = 8.804e-05)
## Topic 1: africa, polit, war, w, ablaz
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: armi, --, attack, troop, resist
## Topic 5: --, kill, nine, lra, la
## Topic 6: three, uganda, forc, --, arm
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, command
## Topic 9: new, vision, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, comtex, global, via
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, seven, camp, abducte
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 256 (approx. per word bound = -3.483, relative change = 7.696e-05)
## ....................................................................................................
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## Completing Iteration 257 (approx. per word bound = -3.483, relative change = 6.535e-05)
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## Completed E-Step (0 seconds).
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## Completing Iteration 258 (approx. per word bound = -3.483, relative change = 5.513e-05)
## ....................................................................................................
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## Completing Iteration 259 (approx. per word bound = -3.482, relative change = 4.471e-05)
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## Completing Iteration 260 (approx. per word bound = -3.482, relative change = 3.737e-05)
## Topic 1: africa, polit, war, w, ablaz
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: --, armi, attack, troop, resist
## Topic 5: --, kill, lra, la, cite
## Topic 6: three, uganda, nine, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, command
## Topic 9: new, vision, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, via
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, seven, camp, abducte
## ....................................................................................................
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## Completing Iteration 261 (approx. per word bound = -3.482, relative change = 3.500e-05)
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## Completing Iteration 262 (approx. per word bound = -3.482, relative change = 3.614e-05)
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## Completing Iteration 263 (approx. per word bound = -3.482, relative change = 3.637e-05)
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## Completing Iteration 264 (approx. per word bound = -3.482, relative change = 3.693e-05)
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## Completing Iteration 265 (approx. per word bound = -3.482, relative change = 3.771e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: --, armi, attack, troop, resist
## Topic 5: --, kill, lra, la, cite
## Topic 6: three, uganda, nine, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, command
## Topic 9: new, vision, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, via
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, seven, camp, abducte
## ....................................................................................................
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## Completing Iteration 266 (approx. per word bound = -3.482, relative change = 3.730e-05)
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## Completing Iteration 267 (approx. per word bound = -3.481, relative change = 3.662e-05)
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## Completing Iteration 268 (approx. per word bound = -3.481, relative change = 3.606e-05)
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## Completing Iteration 270 (approx. per word bound = -3.481, relative change = 3.587e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: --, armi, attack, troop, resist
## Topic 5: --, kill, lra, la, cite
## Topic 6: three, uganda, nine, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, command
## Topic 9: new, vision, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, via
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, seven, camp, captiv
## ....................................................................................................
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## Completing Iteration 271 (approx. per word bound = -3.481, relative change = 3.536e-05)
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## Completing Iteration 272 (approx. per word bound = -3.481, relative change = 3.501e-05)
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## Completing Iteration 273 (approx. per word bound = -3.481, relative change = 3.475e-05)
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## Completing Iteration 274 (approx. per word bound = -3.481, relative change = 3.458e-05)
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## Completing Iteration 275 (approx. per word bound = -3.480, relative change = 3.507e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: --, armi, attack, troop, resist
## Topic 5: --, kill, lra, la, cite
## Topic 6: three, uganda, nine, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, command
## Topic 9: new, vision, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, via
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, seven, camp, captiv
## ....................................................................................................
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## Completing Iteration 276 (approx. per word bound = -3.480, relative change = 3.564e-05)
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## Completing Iteration 277 (approx. per word bound = -3.480, relative change = 3.990e-05)
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## Completing Iteration 278 (approx. per word bound = -3.480, relative change = 4.543e-05)
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## Completing Iteration 279 (approx. per word bound = -3.480, relative change = 5.060e-05)
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## Completing Iteration 280 (approx. per word bound = -3.480, relative change = 4.977e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: --, armi, attack, troop, resist
## Topic 5: --, kill, lra, la, cite
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, command
## Topic 9: new, vision, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, via
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, seven, camp, captiv
## ....................................................................................................
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## Completing Iteration 281 (approx. per word bound = -3.479, relative change = 4.561e-05)
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## Completing Iteration 282 (approx. per word bound = -3.479, relative change = 4.199e-05)
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## Completing Iteration 283 (approx. per word bound = -3.479, relative change = 4.121e-05)
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## Completing Iteration 284 (approx. per word bound = -3.479, relative change = 4.101e-05)
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## Completing Iteration 285 (approx. per word bound = -3.479, relative change = 4.115e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: --, armi, attack, troop, resist
## Topic 5: --, kill, lra, la, okapi
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, command
## Topic 9: new, vision, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, via
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, seven, camp, captiv
## ....................................................................................................
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## Completing Iteration 286 (approx. per word bound = -3.479, relative change = 4.379e-05)
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## Completing Iteration 287 (approx. per word bound = -3.479, relative change = 4.740e-05)
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## Completing Iteration 288 (approx. per word bound = -3.478, relative change = 5.153e-05)
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## Completing Iteration 289 (approx. per word bound = -3.478, relative change = 5.494e-05)
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## Completing Iteration 290 (approx. per word bound = -3.478, relative change = 5.574e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: --, armi, attack, troop, resist
## Topic 5: --, kill, lra, la, okapi
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, command
## Topic 9: new, vision, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, via
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, seven, camp, captiv
## ....................................................................................................
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## Completing Iteration 291 (approx. per word bound = -3.478, relative change = 5.467e-05)
## ....................................................................................................
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## Completing Iteration 292 (approx. per word bound = -3.478, relative change = 5.206e-05)
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## Completing Iteration 293 (approx. per word bound = -3.477, relative change = 4.994e-05)
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## Completing Iteration 294 (approx. per word bound = -3.477, relative change = 4.876e-05)
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## Completing Iteration 295 (approx. per word bound = -3.477, relative change = 4.918e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: --, armi, attack, troop, resist
## Topic 5: --, kill, lra, okapi, la
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, command
## Topic 9: new, vision, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, via
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, seven, camp, captiv
## ....................................................................................................
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## Completing Iteration 296 (approx. per word bound = -3.477, relative change = 5.024e-05)
## ....................................................................................................
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## Completing Iteration 297 (approx. per word bound = -3.477, relative change = 5.345e-05)
## ....................................................................................................
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## Completing Iteration 298 (approx. per word bound = -3.477, relative change = 6.091e-05)
## ....................................................................................................
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## Completing Iteration 299 (approx. per word bound = -3.476, relative change = 7.261e-05)
## ....................................................................................................
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## Completing Iteration 300 (approx. per word bound = -3.476, relative change = 8.596e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: --, armi, attack, troop, resist
## Topic 5: --, kill, lra, okapi, la
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, dow
## Topic 9: new, vision, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, via
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, seven, camp, captiv
## ....................................................................................................
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## Completing Iteration 301 (approx. per word bound = -3.476, relative change = 8.215e-05)
## ....................................................................................................
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## Completing Iteration 302 (approx. per word bound = -3.475, relative change = 6.459e-05)
## ....................................................................................................
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## Completing Iteration 303 (approx. per word bound = -3.475, relative change = 5.691e-05)
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## Completing Iteration 304 (approx. per word bound = -3.475, relative change = 5.394e-05)
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## Completing Iteration 305 (approx. per word bound = -3.475, relative change = 5.315e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: --, armi, attack, troop, resist
## Topic 5: --, kill, lra, okapi, la
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, dow
## Topic 9: new, vision, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, via
## Topic 13: sudan, ambush, kill, lra, vol
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, seven, camp, captiv
## ....................................................................................................
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## Completing Iteration 306 (approx. per word bound = -3.475, relative change = 5.198e-05)
## ....................................................................................................
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## Completing Iteration 307 (approx. per word bound = -3.475, relative change = 5.006e-05)
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## Completing Iteration 308 (approx. per word bound = -3.474, relative change = 4.720e-05)
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## Completing Iteration 309 (approx. per word bound = -3.474, relative change = 4.415e-05)
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## Completing Iteration 310 (approx. per word bound = -3.474, relative change = 4.271e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, p, --, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: --, armi, attack, ambush, troop
## Topic 5: --, kill, lra, okapi, la
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, dow
## Topic 9: new, vision, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, via
## Topic 13: sudan, kill, ambush, lra, vol
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, seven, camp, captiv
## ....................................................................................................
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## Completing Iteration 311 (approx. per word bound = -3.474, relative change = 4.140e-05)
## ....................................................................................................
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## Completing Iteration 312 (approx. per word bound = -3.474, relative change = 4.241e-05)
## ....................................................................................................
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## Completing Iteration 313 (approx. per word bound = -3.474, relative change = 4.434e-05)
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## Completing Iteration 314 (approx. per word bound = -3.473, relative change = 4.475e-05)
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## Completing Iteration 315 (approx. per word bound = -3.473, relative change = 3.931e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, --, p, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: ambush, --, attack, armi, troop
## Topic 5: --, kill, lra, okapi, la
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, dow
## Topic 9: new, vision, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, via
## Topic 13: sudan, kill, lra, vol, ambush
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, seven, camp, captiv
## ....................................................................................................
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## Completing Iteration 316 (approx. per word bound = -3.473, relative change = 3.262e-05)
## ....................................................................................................
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## Completing Iteration 317 (approx. per word bound = -3.473, relative change = 2.651e-05)
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## Completing Iteration 318 (approx. per word bound = -3.473, relative change = 2.519e-05)
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## Completing Iteration 319 (approx. per word bound = -3.473, relative change = 2.374e-05)
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## Completing Iteration 320 (approx. per word bound = -3.473, relative change = 2.490e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, --, p, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: ambush, --, attack, armi, troop
## Topic 5: --, kill, lra, okapi, la
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, command
## Topic 9: new, vision, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, via
## Topic 13: sudan, kill, lra, vol, ac
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, seven, camp, captiv
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 321 (approx. per word bound = -3.473, relative change = 2.610e-05)
## ....................................................................................................
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## Completing Iteration 322 (approx. per word bound = -3.473, relative change = 2.730e-05)
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## Completing Iteration 323 (approx. per word bound = -3.473, relative change = 2.852e-05)
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## Completing Iteration 324 (approx. per word bound = -3.472, relative change = 3.097e-05)
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## Completing Iteration 325 (approx. per word bound = -3.472, relative change = 3.385e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, --, p, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: ambush, --, attack, armi, troop
## Topic 5: --, lra, okapi, kill, la
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, command
## Topic 9: new, vision, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, via
## Topic 13: sudan, kill, lra, vol, ac
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, seven, camp, captiv
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 326 (approx. per word bound = -3.472, relative change = 3.967e-05)
## ....................................................................................................
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## Completing Iteration 327 (approx. per word bound = -3.472, relative change = 5.208e-05)
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## Completed E-Step (0 seconds).
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## Completing Iteration 328 (approx. per word bound = -3.472, relative change = 7.757e-05)
## ....................................................................................................
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## Completing Iteration 329 (approx. per word bound = -3.471, relative change = 1.050e-04)
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## Completing Iteration 330 (approx. per word bound = -3.471, relative change = 1.042e-04)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, --, p, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: ambush, --, attack, armi, troop
## Topic 5: --, lra, okapi, kill, la
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, command
## Topic 9: new, vision, kampala, apr, jun
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, via
## Topic 13: sudan, kill, lra, vol, ac
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, camp, seven, captiv
## ....................................................................................................
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## Completing Iteration 331 (approx. per word bound = -3.471, relative change = 8.196e-05)
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## Completing Iteration 335 (approx. per word bound = -3.469, relative change = 1.000e-04)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, --, p, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: ambush, --, attack, armi, troop
## Topic 5: --, okapi, lra, kill, la
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, command
## Topic 9: new, vision, kampala, jun, apr
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, via
## Topic 13: sudan, kill, lra, vol, ac
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, camp, seven, captiv
## ....................................................................................................
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## Completing Iteration 340 (approx. per word bound = -3.468, relative change = 4.389e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, --, p, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: ambush, --, attack, armi, troop
## Topic 5: --, okapi, lra, kill, la
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, command
## Topic 9: new, vision, kampala, jun, sep
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, via
## Topic 13: sudan, kill, lra, vol, ac
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, camp, seven, captiv
## ....................................................................................................
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## Completing Iteration 341 (approx. per word bound = -3.468, relative change = 3.649e-05)
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## Completing Iteration 345 (approx. per word bound = -3.468, relative change = 2.446e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, --, p, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: ambush, --, attack, armi, troop
## Topic 5: --, okapi, lra, la, dungu
## Topic 6: three, uganda, nine, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, command
## Topic 9: new, vision, kampala, jun, sep
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, apr
## Topic 13: sudan, kill, lra, vol, ac
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, camp, seven, captiv
## ....................................................................................................
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## Completing Iteration 346 (approx. per word bound = -3.468, relative change = 2.415e-05)
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## Completing Iteration 350 (approx. per word bound = -3.467, relative change = 2.998e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, --, p, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: ambush, --, attack, armi, troop
## Topic 5: --, okapi, lra, la, dungu
## Topic 6: three, uganda, nine, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, command
## Topic 9: new, vision, kampala, jun, sep
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, apr
## Topic 13: sudan, kill, lra, vol, ac
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, camp, seven, captiv
## ....................................................................................................
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## Completing Iteration 351 (approx. per word bound = -3.467, relative change = 3.841e-05)
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## Completing Iteration 353 (approx. per word bound = -3.467, relative change = 5.636e-05)
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## Completing Iteration 355 (approx. per word bound = -3.467, relative change = 4.057e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, --, p, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: ambush, --, attack, armi, troop
## Topic 5: --, okapi, lra, la, dungu
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, command
## Topic 9: new, vision, kampala, jun, sep
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, apr
## Topic 13: sudan, kill, lra, vol, ac
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, camp, seven, captiv
## ....................................................................................................
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## Completing Iteration 356 (approx. per word bound = -3.466, relative change = 3.219e-05)
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## Completing Iteration 357 (approx. per word bound = -3.466, relative change = 2.737e-05)
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## Completing Iteration 358 (approx. per word bound = -3.466, relative change = 2.418e-05)
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## Completing Iteration 359 (approx. per word bound = -3.466, relative change = 2.280e-05)
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## Completing Iteration 360 (approx. per word bound = -3.466, relative change = 2.195e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, --, p, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: ambush, --, attack, armi, troop
## Topic 5: --, okapi, lra, la, dungu
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, dow
## Topic 9: new, vision, kampala, jun, sep
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, apr
## Topic 13: sudan, kill, lra, vol, ac
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, camp, seven, captiv
## ....................................................................................................
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## Completing Iteration 361 (approx. per word bound = -3.466, relative change = 2.142e-05)
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## Completing Iteration 362 (approx. per word bound = -3.466, relative change = 2.096e-05)
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## Completing Iteration 363 (approx. per word bound = -3.466, relative change = 2.039e-05)
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## Completing Iteration 364 (approx. per word bound = -3.466, relative change = 2.029e-05)
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## Completing Iteration 365 (approx. per word bound = -3.466, relative change = 2.041e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, --, p, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: ambush, --, attack, armi, troop
## Topic 5: --, okapi, lra, la, dungu
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, dow
## Topic 9: new, vision, kampala, jun, sep
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, apr
## Topic 13: sudan, kill, lra, vol, ac
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, camp, seven, captiv
## ....................................................................................................
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## Completing Iteration 366 (approx. per word bound = -3.466, relative change = 2.034e-05)
## ....................................................................................................
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## Completing Iteration 367 (approx. per word bound = -3.466, relative change = 2.039e-05)
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## Completing Iteration 368 (approx. per word bound = -3.466, relative change = 2.058e-05)
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## Completing Iteration 369 (approx. per word bound = -3.465, relative change = 2.067e-05)
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## Completing Iteration 370 (approx. per word bound = -3.465, relative change = 2.063e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, --, p, ai, break
## Topic 3: kill, lra, uganda, rebel, claim
## Topic 4: ambush, --, attack, armi, troop
## Topic 5: --, okapi, lra, la, dungu
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, dow
## Topic 9: new, vision, kampala, jun, sep
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, apr
## Topic 13: sudan, kill, lra, vol, ac
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, camp, seven, captiv
## ....................................................................................................
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## Completing Iteration 371 (approx. per word bound = -3.465, relative change = 2.084e-05)
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## Completing Iteration 372 (approx. per word bound = -3.465, relative change = 2.117e-05)
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## Completing Iteration 373 (approx. per word bound = -3.465, relative change = 2.134e-05)
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## Completing Iteration 374 (approx. per word bound = -3.465, relative change = 2.110e-05)
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## Completing Iteration 375 (approx. per word bound = -3.465, relative change = 2.165e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, --, p, ai, break
## Topic 3: kill, lra, uganda, rebel, armi
## Topic 4: ambush, --, attack, armi, troop
## Topic 5: --, okapi, lra, la, dungu
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, dow
## Topic 9: new, vision, kampala, jun, sep
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, apr
## Topic 13: sudan, kill, lra, vol, ac
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, seven, captiv, camp
## ....................................................................................................
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## Completing Iteration 376 (approx. per word bound = -3.465, relative change = 2.132e-05)
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## Completing Iteration 377 (approx. per word bound = -3.465, relative change = 2.169e-05)
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## Completing Iteration 378 (approx. per word bound = -3.465, relative change = 2.144e-05)
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## Completing Iteration 379 (approx. per word bound = -3.465, relative change = 2.245e-05)
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## Completing Iteration 380 (approx. per word bound = -3.465, relative change = 2.116e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, --, p, ai, break
## Topic 3: kill, lra, uganda, rebel, armi
## Topic 4: ambush, --, attack, armi, troop
## Topic 5: --, okapi, la, dungu, lra
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, dow
## Topic 9: new, vision, kampala, jun, sep
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, apr
## Topic 13: sudan, kill, lra, vol, ac
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, seven, captiv, five
## ....................................................................................................
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## Completing Iteration 381 (approx. per word bound = -3.465, relative change = 2.137e-05)
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## Completing Iteration 382 (approx. per word bound = -3.464, relative change = 2.171e-05)
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## Completing Iteration 383 (approx. per word bound = -3.464, relative change = 2.068e-05)
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## Completing Iteration 384 (approx. per word bound = -3.464, relative change = 2.136e-05)
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## Completing Iteration 385 (approx. per word bound = -3.464, relative change = 2.102e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, --, p, ai, break
## Topic 3: kill, lra, uganda, rebel, armi
## Topic 4: ambush, --, attack, armi, troop
## Topic 5: --, okapi, la, dungu, lra
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, dow
## Topic 9: new, vision, kampala, jun, sep
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, apr
## Topic 13: sudan, lra, kill, vol, ac
## Topic 14: rebel, armi, ugandan, kill, rescu
## Topic 15: --, raid, five, seven, captiv
## ....................................................................................................
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## Completing Iteration 386 (approx. per word bound = -3.464, relative change = 2.111e-05)
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## Completing Iteration 387 (approx. per word bound = -3.464, relative change = 2.103e-05)
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## Completing Iteration 388 (approx. per word bound = -3.464, relative change = 2.095e-05)
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## Completing Iteration 389 (approx. per word bound = -3.464, relative change = 2.128e-05)
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## Completing Iteration 390 (approx. per word bound = -3.464, relative change = 2.117e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, --, p, ai, break
## Topic 3: kill, lra, uganda, rebel, armi
## Topic 4: ambush, --, armi, attack, troop
## Topic 5: --, okapi, la, dungu, lra
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, dow
## Topic 9: new, vision, kampala, jun, sep
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, apr
## Topic 13: sudan, lra, kill, vol, ac
## Topic 14: rebel, ugandan, armi, kill, rescu
## Topic 15: --, raid, five, seven, captiv
## ....................................................................................................
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## Completing Iteration 391 (approx. per word bound = -3.464, relative change = 2.090e-05)
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## Completing Iteration 392 (approx. per word bound = -3.464, relative change = 2.062e-05)
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## Completing Iteration 393 (approx. per word bound = -3.464, relative change = 2.097e-05)
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## Completing Iteration 394 (approx. per word bound = -3.464, relative change = 2.087e-05)
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## Completing Iteration 395 (approx. per word bound = -3.464, relative change = 2.084e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, --, p, ai, break
## Topic 3: kill, lra, uganda, armi, rebel
## Topic 4: ambush, --, armi, attack, troop
## Topic 5: --, okapi, la, dungu, lra
## Topic 6: three, nine, uganda, forc, --
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, dow
## Topic 9: new, vision, kampala, jun, sep
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, apr
## Topic 13: sudan, lra, kill, vol, ac
## Topic 14: rebel, ugandan, armi, kill, rescu
## Topic 15: --, five, raid, two, seven
## ....................................................................................................
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## Completing Iteration 396 (approx. per word bound = -3.463, relative change = 2.083e-05)
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## Completing Iteration 397 (approx. per word bound = -3.463, relative change = 2.128e-05)
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## Completing Iteration 398 (approx. per word bound = -3.463, relative change = 2.202e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 399 (approx. per word bound = -3.463, relative change = 2.309e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 400 (approx. per word bound = -3.463, relative change = 2.422e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, --, p, ai, break
## Topic 3: kill, lra, uganda, armi, rebel
## Topic 4: ambush, --, armi, attack, troop
## Topic 5: --, okapi, la, dungu, lra
## Topic 6: three, nine, uganda, --, forc
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, dow
## Topic 9: new, vision, kampala, jun, sep
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, apr
## Topic 13: sudan, lra, kill, vol, ac
## Topic 14: rebel, ugandan, armi, kill, rescu
## Topic 15: --, five, raid, two, seven
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 401 (approx. per word bound = -3.463, relative change = 2.578e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 402 (approx. per word bound = -3.463, relative change = 2.708e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 403 (approx. per word bound = -3.463, relative change = 2.619e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 404 (approx. per word bound = -3.463, relative change = 2.676e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 405 (approx. per word bound = -3.463, relative change = 2.656e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, --, p, ai, break
## Topic 3: kill, lra, uganda, armi, rebel
## Topic 4: ambush, --, armi, attack, troop
## Topic 5: --, okapi, la, dungu, lra
## Topic 6: three, nine, uganda, --, forc
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, dow
## Topic 9: new, vision, kampala, jun, sep
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, apr
## Topic 13: sudan, lra, kill, vol, ac
## Topic 14: rebel, ugandan, armi, kill, rescu
## Topic 15: --, five, two, raid, seven
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 406 (approx. per word bound = -3.463, relative change = 2.607e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 407 (approx. per word bound = -3.462, relative change = 2.768e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 408 (approx. per word bound = -3.462, relative change = 2.684e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 409 (approx. per word bound = -3.462, relative change = 2.562e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 410 (approx. per word bound = -3.462, relative change = 2.165e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, --, p, ai, break
## Topic 3: kill, lra, uganda, armi, rebel
## Topic 4: ambush, --, armi, attack, troop
## Topic 5: --, okapi, la, dungu, lra
## Topic 6: three, nine, uganda, --, forc
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, dow
## Topic 9: new, vision, kampala, jun, sep
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, apr
## Topic 13: sudan, lra, kill, vol, ac
## Topic 14: rebel, ugandan, armi, kill, rescu
## Topic 15: --, five, two, raid, captiv
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 411 (approx. per word bound = -3.462, relative change = 1.790e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 412 (approx. per word bound = -3.462, relative change = 1.427e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 413 (approx. per word bound = -3.462, relative change = 1.216e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 414 (approx. per word bound = -3.462, relative change = 1.082e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 415 (approx. per word bound = -3.462, relative change = 1.017e-05)
## Topic 1: africa, polit, daili, war, w
## Topic 2: uganda, --, p, ai, break
## Topic 3: kill, lra, armi, uganda, rebel
## Topic 4: ambush, --, armi, attack, troop
## Topic 5: --, okapi, la, dungu, lra
## Topic 6: three, nine, uganda, --, forc
## Topic 7: ugandan, clash, congo, four, drcongo
## Topic 8: soldier, updf, sudan, kill, dow
## Topic 9: new, vision, kampala, jun, sep
## Topic 10: lra, crisi, --, incid, attack
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: kampala, africa, comtex, global, apr
## Topic 13: sudan, lra, kill, vol, ac
## Topic 14: rebel, ugandan, armi, kill, rescu
## Topic 15: --, five, two, raid, captiv
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ................
## Recovering initialization...
## ....
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.810)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## .................
## Recovering initialization...
## ....
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.553)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ..................
## Recovering initialization...
## ....
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -5.190)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.658, relative change = 1.025e-01)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.408, relative change = 5.365e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.221, relative change = 4.242e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.090, relative change = 3.088e-02)
## Topic 1: kill, crisi, comtex, uel, haut
## Topic 2: ugandan, armi, attack, two, drcongo
## Topic 3: ugandan, armi, attack, two, drcongo
## Topic 4: central, sudan, republ, secur, african
## Topic 5: lord, resist, armi, sudan, ambush
## Topic 6: ionl, vol, sudan, armi, ac
## Topic 7: w, war, ablaz, contin, insurg
## Topic 8: claim, five, eight, forc, week
## Topic 9: vision, ugandan, visino, latest, end
## Topic 10: sudan, troop, ai, break, koni
## Topic 11: humanitair, oriental, au, du, war
## Topic 12: africa, new, kampala, jun, eldest
## Topic 13: polit, soldier, via, bunia, clash
## Topic 14: armi, nine, ugandan, govern, six
## Topic 15: lra, apr, global, p, daili
## Topic 16: ugandan, ambush, three, command, candip
## Topic 17: --, ugandan, lra, indian, ocean
## Topic 18: rebel, uganda, say, rescu, raid
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -3.980, relative change = 2.692e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -3.901, relative change = 1.998e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -3.848, relative change = 1.354e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -3.809, relative change = 1.009e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -3.776, relative change = 8.606e-03)
## Topic 1: kill, crisi, comtex, seven, uel
## Topic 2: ugandan, two, armi, clash, drcongo
## Topic 3: sudan, attack, ugandan, peopl, middl
## Topic 4: central, republ, secur, armi, sudan
## Topic 5: lord, armi, resist, sep, uganda
## Topic 6: ionl, vol, sudan, ac, issu
## Topic 7: w, war, ablaz, contin, insurg
## Topic 8: claim, five, eight, week, dow
## Topic 9: vision, ugandan, visino, latest, gulu
## Topic 10: p, troop, koni, uganda, ai
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, new, kampala, jun, eldest
## Topic 13: polit, soldier, via, captiv, drc
## Topic 14: armi, ugandan, nine, govern, six
## Topic 15: lra, apr, global, updf, region
## Topic 16: ambush, three, command, ugandan, dead
## Topic 17: --, ugandan, indian, ocean, jone
## Topic 18: rebel, uganda, say, rescu, raid
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -3.751, relative change = 6.753e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -3.729, relative change = 5.933e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -3.711, relative change = 4.695e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -3.698, relative change = 3.659e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -3.687, relative change = 2.836e-03)
## Topic 1: kill, crisi, seven, uel, haut
## Topic 2: ugandan, two, armi, clash, drcongo
## Topic 3: sudan, attack, peopl, ugandan, middl
## Topic 4: central, armi, secur, republ, soldier
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, vol, sudan, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, five, eight, week, forc
## Topic 9: vision, gulu, visino, new, locat
## Topic 10: p, uganda, koni, troop, ai
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, new, kampala, jun, eldest
## Topic 13: polit, comtex, via, soldier, captiv
## Topic 14: armi, ugandan, nine, govern, six
## Topic 15: lra, apr, global, updf, region
## Topic 16: ambush, three, command, dead, dr
## Topic 17: --, civilian, jone, ugandan, rebel
## Topic 18: rebel, uganda, say, rescu, raid
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -3.678, relative change = 2.466e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -3.668, relative change = 2.644e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -3.657, relative change = 3.059e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -3.647, relative change = 2.812e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -3.638, relative change = 2.350e-03)
## Topic 1: kill, crisi, seven, uel, haut
## Topic 2: ugandan, two, soldier, armi, clash
## Topic 3: sudan, attack, peopl, middl, equatoria
## Topic 4: armi, central, secur, republ, africa
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, vol, sudan, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, five, eight, week, forc
## Topic 9: vision, new, gulu, visino, locat
## Topic 10: p, uganda, koni, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, new, kampala, jun, eldest
## Topic 13: polit, comtex, via, captiv, drc
## Topic 14: armi, ugandan, nine, govern, six
## Topic 15: lra, apr, global, updf, region
## Topic 16: ambush, three, command, dead, dr
## Topic 17: --, civilian, jone, govern, rebel
## Topic 18: rebel, uganda, say, rescu, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -3.629, relative change = 2.492e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -3.621, relative change = 2.359e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -3.613, relative change = 2.127e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -3.606, relative change = 1.808e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -3.601, relative change = 1.503e-03)
## Topic 1: kill, crisi, seven, uel, haut
## Topic 2: ugandan, two, soldier, armi, clash
## Topic 3: sudan, attack, peopl, five, middl
## Topic 4: africa, armi, central, secur, republ
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, vol, sudan, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, five, eight, raid, week
## Topic 9: vision, new, gulu, free, massacr
## Topic 10: p, uganda, koni, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, new, kampala, jun, eldest
## Topic 13: polit, comtex, global, via, captiv
## Topic 14: armi, ugandan, nine, govern, six
## Topic 15: lra, apr, updf, region, violenc
## Topic 16: ambush, three, command, dead, dr
## Topic 17: --, civilian, govern, jone, rebel
## Topic 18: rebel, uganda, rescu, say, troop
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -3.596, relative change = 1.294e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -3.592, relative change = 1.192e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -3.588, relative change = 1.167e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -3.583, relative change = 1.202e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -3.579, relative change = 1.320e-03)
## Topic 1: kill, crisi, seven, uel, haut
## Topic 2: ugandan, two, soldier, armi, clash
## Topic 3: sudan, attack, five, peopl, middl
## Topic 4: africa, armi, central, secur, republ
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, vol, sudan, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, eight, five, raid, week
## Topic 9: vision, new, gulu, free, massacr
## Topic 10: p, uganda, koni, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, new, kampala, jun, ubc
## Topic 13: polit, comtex, global, via, captiv
## Topic 14: armi, ugandan, nine, say, govern
## Topic 15: lra, crisi, apr, updf, region
## Topic 16: ambush, three, command, dead, arm
## Topic 17: --, civilian, govern, jone, rebel
## Topic 18: rebel, uganda, rescu, troop, say
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -3.573, relative change = 1.475e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -3.568, relative change = 1.636e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -3.562, relative change = 1.691e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -3.556, relative change = 1.525e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -3.552, relative change = 1.076e-03)
## Topic 1: kill, seven, uel, haut, bullet
## Topic 2: ugandan, two, soldier, armi, rebel
## Topic 3: sudan, attack, five, peopl, middl
## Topic 4: armi, africa, central, secur, republ
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, vol, sudan, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, eight, raid, week, dow
## Topic 9: vision, new, gulu, free, massacr
## Topic 10: p, uganda, koni, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, new, jun, ubc
## Topic 13: polit, comtex, global, via, captiv
## Topic 14: armi, ugandan, nine, say, six
## Topic 15: lra, crisi, apr, updf, incid
## Topic 16: ambush, three, command, arm, dead
## Topic 17: --, govern, civilian, jone, burn
## Topic 18: rebel, uganda, rescu, troop, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -3.549, relative change = 8.554e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -3.546, relative change = 8.152e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -3.543, relative change = 8.919e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -3.540, relative change = 9.671e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -3.537, relative change = 9.117e-04)
## Topic 1: kill, seven, uel, haut, bullet
## Topic 2: ugandan, two, soldier, rebel, armi
## Topic 3: sudan, five, attack, peopl, middl
## Topic 4: armi, central, africa, secur, republ
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, vol, sudan, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, eight, raid, week, dow
## Topic 9: vision, new, gulu, free, massacr
## Topic 10: p, uganda, koni, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, new, jun, apr
## Topic 13: polit, comtex, global, via, captiv
## Topic 14: armi, ugandan, nine, say, six
## Topic 15: lra, crisi, updf, apr, incid
## Topic 16: ambush, three, command, arm, dead
## Topic 17: --, govern, civilian, jone, burn
## Topic 18: rebel, uganda, rescu, troop, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -3.533, relative change = 9.333e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -3.530, relative change = 8.595e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -3.528, relative change = 7.389e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -3.525, relative change = 6.452e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.523, relative change = 6.710e-04)
## Topic 1: kill, seven, uel, haut, bullet
## Topic 2: ugandan, two, rebel, soldier, armi
## Topic 3: sudan, five, attack, peopl, middl
## Topic 4: armi, central, secur, republ, africa
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, vol, sudan, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, eight, raid, week, dow
## Topic 9: vision, new, gulu, free, massacr
## Topic 10: p, uganda, koni, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, new, jun
## Topic 13: polit, global, comtex, via, region
## Topic 14: armi, ugandan, nine, say, six
## Topic 15: lra, crisi, updf, incid, kitgum
## Topic 16: ambush, three, command, arm, dead
## Topic 17: --, govern, civilian, burn, dow
## Topic 18: rebel, uganda, rescu, troop, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -3.521, relative change = 6.296e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -3.519, relative change = 5.533e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 48 (approx. per word bound = -3.517, relative change = 5.559e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -3.515, relative change = 6.136e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.513, relative change = 6.159e-04)
## Topic 1: kill, seven, bullet, recov, ten
## Topic 2: ugandan, two, rebel, soldier, armi
## Topic 3: sudan, five, attack, peopl, middl
## Topic 4: armi, central, republ, secur, africa
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, vol, sudan, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, eight, raid, week, dow
## Topic 9: new, vision, gulu, free, captiv
## Topic 10: p, uganda, koni, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, nine, say, six
## Topic 15: lra, crisi, updf, incid, kitgum
## Topic 16: ambush, three, command, arm, dead
## Topic 17: --, govern, civilian, burn, dow
## Topic 18: rebel, uganda, rescu, troop, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -3.510, relative change = 5.960e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -3.509, relative change = 5.170e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -3.507, relative change = 4.582e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -3.505, relative change = 5.225e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -3.503, relative change = 5.455e-04)
## Topic 1: kill, seven, bullet, recov, ten
## Topic 2: ugandan, two, rebel, soldier, armi
## Topic 3: sudan, five, attack, peopl, middl
## Topic 4: armi, central, secur, republ, africa
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, vol, sudan, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, eight, raid, week, dow
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, uganda, koni, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, nine, say, six
## Topic 15: lra, crisi, updf, incid, drc
## Topic 16: ambush, three, command, arm, dead
## Topic 17: --, govern, civilian, burn, vehicl
## Topic 18: rebel, uganda, rescu, troop, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -3.502, relative change = 4.858e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -3.500, relative change = 3.894e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -3.499, relative change = 3.336e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -3.498, relative change = 2.373e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -3.497, relative change = 2.237e-04)
## Topic 1: kill, seven, bullet, recov, ten
## Topic 2: ugandan, two, rebel, soldier, armi
## Topic 3: sudan, five, attack, peopl, middl
## Topic 4: armi, central, africa, republ, secur
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, eight, raid, dow, week
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, uganda, koni, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, nine, say, six
## Topic 15: lra, crisi, updf, incid, drc
## Topic 16: ambush, three, command, arm, dead
## Topic 17: --, govern, civilian, burn, vehicl
## Topic 18: rebel, uganda, rescu, troop, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -3.497, relative change = 2.304e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -3.496, relative change = 1.444e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -3.495, relative change = 1.931e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -3.495, relative change = 1.916e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -3.494, relative change = 1.758e-04)
## Topic 1: kill, seven, bullet, recov, ten
## Topic 2: ugandan, two, rebel, armi, soldier
## Topic 3: sudan, five, attack, peopl, middl
## Topic 4: armi, central, africa, secur, republ
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, eight, raid, week, dow
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, uganda, koni, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, say, nine, six
## Topic 15: lra, crisi, updf, incid, drc
## Topic 16: ambush, three, command, arm, dead
## Topic 17: --, govern, burn, civilian, vehicl
## Topic 18: rebel, uganda, rescu, troop, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -3.494, relative change = 1.592e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -3.493, relative change = 1.398e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -3.493, relative change = 1.229e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -3.492, relative change = 1.156e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.492, relative change = 1.154e-04)
## Topic 1: kill, seven, bullet, recov, ten
## Topic 2: ugandan, two, rebel, armi, soldier
## Topic 3: sudan, five, attack, peopl, rebel
## Topic 4: armi, central, africa, republ, secur
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, eight, raid, week, die
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, uganda, koni, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, say, nine, six
## Topic 15: lra, crisi, incid, updf, drc
## Topic 16: ambush, three, command, arm, dead
## Topic 17: --, govern, burn, vehicl, civilian
## Topic 18: rebel, uganda, rescu, troop, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -3.491, relative change = 1.226e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -3.491, relative change = 1.807e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -3.490, relative change = 1.505e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -3.490, relative change = 1.644e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -3.489, relative change = 1.409e-04)
## Topic 1: kill, seven, bullet, recov, ten
## Topic 2: ugandan, two, rebel, armi, soldier
## Topic 3: sudan, five, attack, peopl, rebel
## Topic 4: armi, central, africa, secur, republ
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, eight, raid, week, die
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, uganda, koni, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, say, nine, six
## Topic 15: lra, crisi, incid, updf, drc
## Topic 16: ambush, three, command, arm, dead
## Topic 17: --, govern, burn, recent, dow
## Topic 18: rebel, uganda, rescu, troop, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -3.489, relative change = 1.525e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -3.488, relative change = 1.569e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -3.488, relative change = 1.515e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -3.487, relative change = 1.396e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -3.487, relative change = 1.366e-04)
## Topic 1: kill, seven, bullet, recov, ten
## Topic 2: ugandan, two, rebel, armi, soldier
## Topic 3: sudan, five, attack, peopl, rebel
## Topic 4: armi, africa, central, republ, secur
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, eight, raid, week, die
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, uganda, koni, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, say, nine, cite
## Topic 15: lra, crisi, incid, updf, drc
## Topic 16: ambush, three, command, uganda, arm
## Topic 17: --, govern, recent, burn, dow
## Topic 18: rebel, uganda, rescu, troop, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -3.486, relative change = 1.441e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 82 (approx. per word bound = -3.486, relative change = 1.483e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 83 (approx. per word bound = -3.485, relative change = 1.411e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 84 (approx. per word bound = -3.485, relative change = 1.232e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -3.484, relative change = 1.072e-04)
## Topic 1: kill, seven, bullet, recov, ten
## Topic 2: ugandan, two, rebel, armi, soldier
## Topic 3: sudan, five, attack, rebel, peopl
## Topic 4: armi, africa, central, kill, secur
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, eight, raid, week, die
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, koni, uganda, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, say, nine, cite
## Topic 15: lra, crisi, incid, updf, drc
## Topic 16: ambush, three, command, uganda, arm
## Topic 17: --, govern, recent, burn, dow
## Topic 18: rebel, uganda, rescu, troop, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 86 (approx. per word bound = -3.484, relative change = 9.751e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 87 (approx. per word bound = -3.484, relative change = 9.397e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 88 (approx. per word bound = -3.483, relative change = 9.170e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 89 (approx. per word bound = -3.483, relative change = 9.258e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 90 (approx. per word bound = -3.483, relative change = 9.441e-05)
## Topic 1: kill, seven, bullet, recov, ten
## Topic 2: ugandan, two, rebel, armi, soldier
## Topic 3: sudan, five, attack, rebel, peopl
## Topic 4: armi, africa, central, kill, secur
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, eight, raid, week, die
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, koni, uganda, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, say, nine, cite
## Topic 15: lra, crisi, incid, updf, drc
## Topic 16: ambush, three, command, uganda, arm
## Topic 17: --, govern, recent, burn, dow
## Topic 18: rebel, uganda, rescu, troop, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 91 (approx. per word bound = -3.482, relative change = 9.707e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 92 (approx. per word bound = -3.482, relative change = 1.010e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 93 (approx. per word bound = -3.482, relative change = 1.079e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 94 (approx. per word bound = -3.481, relative change = 1.171e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -3.481, relative change = 1.261e-04)
## Topic 1: kill, seven, bullet, recov, ten
## Topic 2: ugandan, two, rebel, armi, soldier
## Topic 3: sudan, five, attack, rebel, peopl
## Topic 4: armi, africa, kill, central, republ
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, eight, raid, week, die
## Topic 9: new, vision, captiv, gulu, free
## Topic 10: p, koni, uganda, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, say, nine, rebel
## Topic 15: lra, crisi, incid, updf, drc
## Topic 16: ambush, three, uganda, command, arm
## Topic 17: --, govern, dow, recent, burn
## Topic 18: rebel, uganda, rescu, troop, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 96 (approx. per word bound = -3.480, relative change = 1.333e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 97 (approx. per word bound = -3.480, relative change = 1.427e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 98 (approx. per word bound = -3.479, relative change = 1.579e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 99 (approx. per word bound = -3.479, relative change = 1.768e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 100 (approx. per word bound = -3.478, relative change = 1.740e-04)
## Topic 1: kill, seven, bullet, recov, ten
## Topic 2: ugandan, two, rebel, armi, soldier
## Topic 3: sudan, five, attack, rebel, peopl
## Topic 4: armi, africa, kill, central, republ
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, eight, raid, week, die
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, uganda, koni, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, say, nine, rebel
## Topic 15: lra, crisi, incid, drc, updf
## Topic 16: ambush, three, uganda, arm, dr
## Topic 17: --, govern, dow, recent, burn
## Topic 18: rebel, uganda, rescu, troop, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 101 (approx. per word bound = -3.478, relative change = 1.489e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 102 (approx. per word bound = -3.477, relative change = 1.334e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 103 (approx. per word bound = -3.477, relative change = 1.283e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 104 (approx. per word bound = -3.476, relative change = 1.252e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 105 (approx. per word bound = -3.476, relative change = 1.232e-04)
## Topic 1: kill, seven, bullet, recov, ten
## Topic 2: ugandan, two, rebel, armi, soldier
## Topic 3: sudan, five, attack, rebel, peopl
## Topic 4: armi, africa, kill, central, secur
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, eight, lra, raid, week
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, uganda, koni, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, say, nine, rebel
## Topic 15: lra, crisi, incid, drc, updf
## Topic 16: ambush, three, uganda, arm, dr
## Topic 17: --, dow, govern, recent, burn
## Topic 18: rebel, uganda, rescu, troop, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 106 (approx. per word bound = -3.475, relative change = 1.245e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 107 (approx. per word bound = -3.475, relative change = 1.272e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 108 (approx. per word bound = -3.474, relative change = 1.268e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 109 (approx. per word bound = -3.474, relative change = 1.236e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 110 (approx. per word bound = -3.474, relative change = 1.163e-04)
## Topic 1: kill, seven, bullet, recov, ten
## Topic 2: ugandan, two, rebel, armi, soldier
## Topic 3: sudan, five, attack, rebel, peopl
## Topic 4: armi, africa, kill, central, --
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, lra, eight, raid, week
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, uganda, koni, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, say, nine, rebel
## Topic 15: lra, crisi, incid, drc, updf
## Topic 16: ambush, three, uganda, arm, dr
## Topic 17: --, dow, govern, recent, burn
## Topic 18: rebel, uganda, rescu, troop, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 111 (approx. per word bound = -3.473, relative change = 1.084e-04)
## ....................................................................................................
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## Completing Iteration 112 (approx. per word bound = -3.473, relative change = 9.984e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 113 (approx. per word bound = -3.473, relative change = 9.355e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 114 (approx. per word bound = -3.472, relative change = 8.791e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 115 (approx. per word bound = -3.472, relative change = 8.499e-05)
## Topic 1: kill, seven, bullet, recov, ten
## Topic 2: ugandan, two, rebel, armi, soldier
## Topic 3: sudan, five, attack, rebel, peopl
## Topic 4: armi, africa, kill, --, central
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, lra, eight, raid, week
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, uganda, koni, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, say, nine, rebel
## Topic 15: lra, crisi, incid, drc, updf
## Topic 16: ambush, three, uganda, arm, dr
## Topic 17: --, dow, govern, recent, burn
## Topic 18: rebel, uganda, rescu, troop, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 116 (approx. per word bound = -3.472, relative change = 8.255e-05)
## ....................................................................................................
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## Completing Iteration 117 (approx. per word bound = -3.471, relative change = 7.955e-05)
## ....................................................................................................
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## Completing Iteration 118 (approx. per word bound = -3.471, relative change = 7.850e-05)
## ....................................................................................................
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## Completing Iteration 119 (approx. per word bound = -3.471, relative change = 7.655e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 120 (approx. per word bound = -3.471, relative change = 7.644e-05)
## Topic 1: kill, seven, bullet, recov, ten
## Topic 2: ugandan, two, rebel, armi, soldier
## Topic 3: sudan, five, attack, rebel, peopl
## Topic 4: armi, africa, kill, --, central
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: claim, lra, eight, raid, week
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, uganda, koni, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, rebel, say, nine
## Topic 15: lra, crisi, incid, drc, updf
## Topic 16: ambush, three, uganda, arm, dr
## Topic 17: --, dow, govern, other, recent
## Topic 18: rebel, uganda, rescu, troop, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 121 (approx. per word bound = -3.470, relative change = 7.807e-05)
## ....................................................................................................
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## Completing Iteration 122 (approx. per word bound = -3.470, relative change = 8.810e-05)
## ....................................................................................................
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## Completing Iteration 123 (approx. per word bound = -3.470, relative change = 1.078e-04)
## ....................................................................................................
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## Completing Iteration 124 (approx. per word bound = -3.469, relative change = 1.165e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 125 (approx. per word bound = -3.469, relative change = 1.361e-04)
## Topic 1: kill, seven, bullet, recov, ten
## Topic 2: ugandan, two, rebel, armi, soldier
## Topic 3: sudan, five, attack, rebel, peopl
## Topic 4: africa, armi, --, kill, central
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: lra, claim, eight, raid, week
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, uganda, koni, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, rebel, say, nine
## Topic 15: lra, crisi, incid, drc, updf
## Topic 16: ambush, three, uganda, arm, dr
## Topic 17: --, dow, govern, other, recent
## Topic 18: rebel, uganda, rescu, troop, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 126 (approx. per word bound = -3.468, relative change = 9.383e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 127 (approx. per word bound = -3.468, relative change = 1.184e-04)
## ....................................................................................................
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## Completing Iteration 128 (approx. per word bound = -3.468, relative change = 1.379e-04)
## ....................................................................................................
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## Completing Iteration 129 (approx. per word bound = -3.467, relative change = 1.616e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 130 (approx. per word bound = -3.466, relative change = 1.825e-04)
## Topic 1: kill, seven, bullet, recov, ten
## Topic 2: ugandan, two, rebel, armi, soldier
## Topic 3: sudan, five, attack, rebel, peopl
## Topic 4: --, africa, armi, kill, central
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: lra, claim, eight, raid, week
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, uganda, koni, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, rebel, say, nine
## Topic 15: lra, crisi, incid, drc, uel
## Topic 16: ambush, three, uganda, arm, dr
## Topic 17: --, dow, govern, other, recent
## Topic 18: rebel, uganda, rescu, troop, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -3.466, relative change = 1.558e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 132 (approx. per word bound = -3.465, relative change = 1.222e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 133 (approx. per word bound = -3.465, relative change = 1.021e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 134 (approx. per word bound = -3.465, relative change = 9.280e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 135 (approx. per word bound = -3.464, relative change = 8.935e-05)
## Topic 1: kill, seven, bullet, recov, ten
## Topic 2: ugandan, rebel, two, armi, soldier
## Topic 3: sudan, five, attack, rebel, peopl
## Topic 4: --, africa, armi, kill, central
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: lra, claim, eight, raid, week
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, koni, uganda, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, rebel, say, nine
## Topic 15: lra, crisi, incid, drc, uel
## Topic 16: ambush, three, uganda, arm, dr
## Topic 17: --, dow, govern, other, jone
## Topic 18: rebel, uganda, rescu, troop, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 136 (approx. per word bound = -3.464, relative change = 8.592e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 137 (approx. per word bound = -3.464, relative change = 7.950e-05)
## ....................................................................................................
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## Completing Iteration 138 (approx. per word bound = -3.464, relative change = 7.523e-05)
## ....................................................................................................
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## Completing Iteration 139 (approx. per word bound = -3.463, relative change = 7.002e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 140 (approx. per word bound = -3.463, relative change = 6.922e-05)
## Topic 1: kill, seven, bullet, recov, ten
## Topic 2: ugandan, rebel, two, armi, soldier
## Topic 3: sudan, five, attack, rebel, peopl
## Topic 4: --, africa, armi, kill, central
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: lra, claim, eight, raid, week
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, koni, uganda, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, rebel, say, nine
## Topic 15: lra, crisi, incid, drc, uel
## Topic 16: ambush, three, uganda, arm, dr
## Topic 17: --, dow, govern, other, jone
## Topic 18: rebel, uganda, rescu, troop, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 141 (approx. per word bound = -3.463, relative change = 6.913e-05)
## ....................................................................................................
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## Completed M-Step.
## Completing Iteration 142 (approx. per word bound = -3.463, relative change = 6.936e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 143 (approx. per word bound = -3.462, relative change = 7.031e-05)
## ....................................................................................................
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## Completing Iteration 144 (approx. per word bound = -3.462, relative change = 7.158e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 145 (approx. per word bound = -3.462, relative change = 7.247e-05)
## Topic 1: kill, seven, bullet, recov, ten
## Topic 2: ugandan, rebel, two, armi, soldier
## Topic 3: sudan, five, attack, rebel, peopl
## Topic 4: --, africa, armi, kill, central
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: lra, claim, eight, raid, week
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, koni, uganda, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, rebel, say, nine
## Topic 15: lra, crisi, incid, drc, uel
## Topic 16: ambush, three, uganda, arm, dr
## Topic 17: --, dow, govern, other, jone
## Topic 18: rebel, uganda, rescu, troop, district
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 146 (approx. per word bound = -3.462, relative change = 7.513e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 147 (approx. per word bound = -3.461, relative change = 7.883e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 148 (approx. per word bound = -3.461, relative change = 8.344e-05)
## ....................................................................................................
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## Completed M-Step.
## Completing Iteration 149 (approx. per word bound = -3.461, relative change = 9.013e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 150 (approx. per word bound = -3.460, relative change = 9.544e-05)
## Topic 1: kill, seven, bullet, recov, ten
## Topic 2: ugandan, rebel, two, armi, soldier
## Topic 3: sudan, five, attack, rebel, peopl
## Topic 4: --, africa, armi, kill, central
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: lra, claim, eight, raid, week
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, koni, uganda, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, rebel, say, nine
## Topic 15: lra, crisi, incid, drc, uel
## Topic 16: ambush, three, uganda, arm, dr
## Topic 17: --, dow, govern, other, jone
## Topic 18: rebel, uganda, rescu, troop, district
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 151 (approx. per word bound = -3.460, relative change = 9.887e-05)
## ....................................................................................................
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## Completing Iteration 152 (approx. per word bound = -3.460, relative change = 1.019e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 153 (approx. per word bound = -3.459, relative change = 1.055e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 154 (approx. per word bound = -3.459, relative change = 1.152e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 155 (approx. per word bound = -3.458, relative change = 1.290e-04)
## Topic 1: kill, seven, lra, ten, bullet
## Topic 2: ugandan, rebel, two, armi, soldier
## Topic 3: sudan, five, attack, rebel, peopl
## Topic 4: --, africa, armi, kill, central
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: lra, claim, eight, raid, week
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, koni, uganda, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, rebel, say, nine
## Topic 15: lra, crisi, incid, drc, uel
## Topic 16: ambush, three, uganda, arm, dr
## Topic 17: --, dow, govern, other, jone
## Topic 18: rebel, uganda, rescu, troop, district
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 156 (approx. per word bound = -3.458, relative change = 1.342e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 157 (approx. per word bound = -3.458, relative change = 1.170e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 158 (approx. per word bound = -3.457, relative change = 9.439e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 159 (approx. per word bound = -3.457, relative change = 8.260e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 160 (approx. per word bound = -3.457, relative change = 8.080e-05)
## Topic 1: kill, seven, lra, ten, rebel
## Topic 2: ugandan, rebel, two, armi, soldier
## Topic 3: sudan, five, attack, rebel, peopl
## Topic 4: --, africa, armi, kill, central
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: lra, claim, eight, raid, --
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, koni, uganda, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, rebel, say, nine
## Topic 15: lra, crisi, incid, drc, uel
## Topic 16: ambush, three, uganda, arm, dr
## Topic 17: --, dow, govern, other, jone
## Topic 18: rebel, uganda, rescu, troop, district
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 161 (approx. per word bound = -3.456, relative change = 7.927e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 162 (approx. per word bound = -3.456, relative change = 7.595e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 163 (approx. per word bound = -3.456, relative change = 6.959e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 164 (approx. per word bound = -3.456, relative change = 6.397e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 165 (approx. per word bound = -3.456, relative change = 6.249e-05)
## Topic 1: kill, seven, lra, ten, rebel
## Topic 2: ugandan, rebel, two, armi, soldier
## Topic 3: sudan, five, attack, rebel, peopl
## Topic 4: --, africa, kill, armi, central
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: lra, claim, eight, --, raid
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, koni, uganda, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, rebel, say, nine
## Topic 15: lra, crisi, incid, drc, uel
## Topic 16: ambush, three, uganda, arm, dr
## Topic 17: --, dow, govern, other, jone
## Topic 18: rebel, uganda, rescu, troop, district
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 166 (approx. per word bound = -3.455, relative change = 6.265e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 167 (approx. per word bound = -3.455, relative change = 6.143e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 168 (approx. per word bound = -3.455, relative change = 5.519e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 169 (approx. per word bound = -3.455, relative change = 4.562e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 170 (approx. per word bound = -3.455, relative change = 4.175e-05)
## Topic 1: kill, seven, lra, ten, rebel
## Topic 2: ugandan, rebel, two, armi, soldier
## Topic 3: sudan, five, attack, rebel, peopl
## Topic 4: --, africa, kill, armi, central
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: lra, claim, --, eight, raid
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, koni, uganda, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, rebel, say, nine
## Topic 15: lra, crisi, incid, drc, uel
## Topic 16: ambush, three, uganda, arm, dr
## Topic 17: --, dow, govern, other, jone
## Topic 18: rebel, uganda, rescu, district, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 171 (approx. per word bound = -3.454, relative change = 3.692e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 172 (approx. per word bound = -3.454, relative change = 3.563e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 173 (approx. per word bound = -3.454, relative change = 3.406e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 174 (approx. per word bound = -3.454, relative change = 3.310e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 175 (approx. per word bound = -3.454, relative change = 3.401e-05)
## Topic 1: kill, seven, lra, ten, rebel
## Topic 2: ugandan, rebel, two, armi, soldier
## Topic 3: sudan, five, attack, rebel, troop
## Topic 4: --, africa, kill, armi, central
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: lra, claim, --, eight, raid
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, koni, uganda, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, rebel, say, nine
## Topic 15: lra, crisi, incid, drc, uel
## Topic 16: ambush, three, uganda, arm, dr
## Topic 17: --, dow, govern, other, jone
## Topic 18: rebel, uganda, rescu, district, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 176 (approx. per word bound = -3.454, relative change = 3.486e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 177 (approx. per word bound = -3.454, relative change = 3.567e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 178 (approx. per word bound = -3.454, relative change = 4.017e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 179 (approx. per word bound = -3.453, relative change = 4.585e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 180 (approx. per word bound = -3.453, relative change = 6.085e-05)
## Topic 1: kill, seven, lra, rebel, ten
## Topic 2: ugandan, rebel, two, armi, soldier
## Topic 3: sudan, five, attack, rebel, troop
## Topic 4: --, africa, kill, armi, central
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: lra, claim, --, eight, raid
## Topic 9: new, vision, captiv, gulu, free
## Topic 10: p, koni, uganda, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, rebel, say, nine
## Topic 15: lra, crisi, incid, drc, uel
## Topic 16: ambush, three, uganda, arm, dr
## Topic 17: --, dow, govern, other, jone
## Topic 18: rebel, uganda, rescu, district, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 181 (approx. per word bound = -3.453, relative change = 8.344e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 182 (approx. per word bound = -3.453, relative change = 1.144e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 183 (approx. per word bound = -3.452, relative change = 1.246e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 184 (approx. per word bound = -3.452, relative change = 1.234e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 185 (approx. per word bound = -3.452, relative change = 4.806e-05)
## Topic 1: kill, seven, lra, rebel, ten
## Topic 2: ugandan, rebel, two, armi, soldier
## Topic 3: sudan, five, attack, rebel, troop
## Topic 4: --, africa, kill, armi, central
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: lra, claim, --, eight, raid
## Topic 9: new, vision, captiv, free, gulu
## Topic 10: p, koni, uganda, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, rebel, say, nine
## Topic 15: lra, crisi, incid, drc, uel
## Topic 16: ambush, three, uganda, arm, dr
## Topic 17: --, dow, govern, captiv, other
## Topic 18: rebel, uganda, rescu, district, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 186 (approx. per word bound = -3.451, relative change = 5.451e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 187 (approx. per word bound = -3.451, relative change = 5.528e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 188 (approx. per word bound = -3.451, relative change = 4.664e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 189 (approx. per word bound = -3.451, relative change = 4.226e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 190 (approx. per word bound = -3.451, relative change = 4.019e-05)
## Topic 1: kill, seven, lra, rebel, ten
## Topic 2: ugandan, rebel, two, armi, soldier
## Topic 3: sudan, five, rebel, attack, troop
## Topic 4: --, africa, kill, armi, central
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: lra, claim, --, eight, raid
## Topic 9: new, vision, captiv, bullet, free
## Topic 10: p, koni, uganda, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, rebel, say, nine
## Topic 15: lra, crisi, incid, drc, attack
## Topic 16: ambush, three, uganda, arm, dr
## Topic 17: --, dow, govern, captiv, other
## Topic 18: rebel, uganda, rescu, district, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 191 (approx. per word bound = -3.451, relative change = 3.923e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 192 (approx. per word bound = -3.450, relative change = 3.964e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 193 (approx. per word bound = -3.450, relative change = 4.890e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 194 (approx. per word bound = -3.450, relative change = 8.408e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 195 (approx. per word bound = -3.450, relative change = 1.374e-04)
## Topic 1: kill, lra, seven, rebel, ten
## Topic 2: ugandan, rebel, armi, two, soldier
## Topic 3: sudan, five, rebel, attack, troop
## Topic 4: --, africa, kill, armi, central
## Topic 5: daili, lord, armi, resist, sep
## Topic 6: ionl, sudan, vol, ac, bulletin
## Topic 7: africa, w, war, ablaz, contin
## Topic 8: lra, claim, --, eight, raid
## Topic 9: new, vision, captiv, bullet, free
## Topic 10: p, koni, uganda, ai, break
## Topic 11: french, provinc, humanitair, oriental, au
## Topic 12: africa, kampala, apr, jun, ubc
## Topic 13: polit, comtex, global, via, region
## Topic 14: armi, ugandan, rebel, say, kill
## Topic 15: lra, crisi, incid, attack, drc
## Topic 16: ambush, three, uganda, arm, dr
## Topic 17: --, dow, govern, captiv, other
## Topic 18: rebel, uganda, rescu, district, captur
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 196 (approx. per word bound = -3.449, relative change = 1.234e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 197 (approx. per word bound = -3.449, relative change = 6.847e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ...................
## Recovering initialization...
## ....
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.973)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.623, relative change = 7.036e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.378, relative change = 5.286e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.194, relative change = 4.212e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.061, relative change = 3.162e-02)
## Topic 1: africa, kill, crisi, --, via
## Topic 2: five, lra, comtex, troop, peopl
## Topic 3: five, say, comtex, lra, troop
## Topic 4: lra, enough, death, canadian, ff
## Topic 5: lra, drcongo, attack, peac, talk
## Topic 6: lra, attack, drcongo, three, okapi
## Topic 7: french, lra, bunia, candip, incid
## Topic 8: armi, kill, claim, nine, week
## Topic 9: vision, p, visino, raid, --
## Topic 10: soldier, provinc, humanitair, oriental, au
## Topic 11: kampala, global, sudan, jun, sep
## Topic 12: new, ambush, updf, seven, fighter
## Topic 13: polit, resist, sudan, lord, day
## Topic 14: rebel, clash, koni, bulletin, forc
## Topic 15: uganda, rebel, lra, apr, daili
## Topic 16: rescu, camp, congo, rebel, six
## Topic 17: human, ai, break, zone, protect
## Topic 18: --, ugandan, eight, command, sudan
## Topic 19: two, region, attack, heel, icg
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -3.941, relative change = 2.976e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -3.868, relative change = 1.845e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -3.819, relative change = 1.252e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -3.780, relative change = 1.028e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -3.742, relative change = 1.012e-02)
## Topic 1: africa, crisi, kill, cite, --
## Topic 2: ambush, troop, peopl, govern, sudan
## Topic 3: comtex, five, global, say, via
## Topic 4: death, enough, heel, lra, congo
## Topic 5: lra, crisi, drcongo, incid, suspect
## Topic 6: attack, three, okapi, lra, dungu
## Topic 7: french, bunia, candip, crisi, communiti
## Topic 8: kill, armi, claim, nine, week
## Topic 9: vision, p, visino, free, gulu
## Topic 10: soldier, provinc, humanitair, oriental, au
## Topic 11: kampala, sudan, jun, daili, sep
## Topic 12: new, updf, seven, ceasefir, extend
## Topic 13: polit, lord, resist, sudan, ionl
## Topic 14: rebel, clash, koni, bulletin, district
## Topic 15: uganda, rebel, lra, apr, die
## Topic 16: rescu, raid, rebel, camp, six
## Topic 17: human, ai, break, p, war
## Topic 18: --, ugandan, rebel, eight, command
## Topic 19: two, region, icg, vehicl, day
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -3.706, relative change = 9.720e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -3.678, relative change = 7.448e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -3.656, relative change = 6.026e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -3.634, relative change = 5.903e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -3.618, relative change = 4.505e-03)
## Topic 1: africa, cite, kill, refuge, captain
## Topic 2: ambush, troop, peopl, govern, kill
## Topic 3: comtex, global, via, say, five
## Topic 4: koni, death, enough, heel, project
## Topic 5: lra, crisi, drcongo, incid, irn-
## Topic 6: attack, three, okapi, drc, dungu
## Topic 7: french, bunia, candip, communiti, ngo
## Topic 8: kill, armi, claim, nine, week
## Topic 9: vision, p, visino, gulu, free
## Topic 10: soldier, provinc, humanitair, oriental, au
## Topic 11: kampala, sudan, daili, jun, sep
## Topic 12: new, seven, updf, barlonyo, genesi
## Topic 13: polit, lord, resist, sudan, ionl
## Topic 14: rebel, clash, koni, forc, district
## Topic 15: uganda, rebel, lra, apr, die
## Topic 16: rescu, raid, camp, captiv, rebel
## Topic 17: uganda, human, --, ai, break
## Topic 18: --, ugandan, rebel, eight, sudan
## Topic 19: two, region, day, icg, vehicl
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -3.607, relative change = 2.910e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -3.597, relative change = 2.729e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -3.589, relative change = 2.403e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -3.580, relative change = 2.464e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -3.572, relative change = 2.198e-03)
## Topic 1: africa, cite, captain, score, top
## Topic 2: ambush, five, troop, soldier, kill
## Topic 3: comtex, global, via, say, updf
## Topic 4: koni, death, enough, heel, project
## Topic 5: lra, crisi, drcongo, incid, irn-
## Topic 6: three, attack, okapi, drc, dungu
## Topic 7: french, bunia, candip, communiti, ngo
## Topic 8: kill, armi, claim, nine, week
## Topic 9: vision, p, gulu, visino, free
## Topic 10: provinc, humanitair, oriental, au, du
## Topic 11: kampala, sudan, daili, jun, sep
## Topic 12: new, seven, free, barlonyo, genesi
## Topic 13: polit, resist, lord, armi, sudan
## Topic 14: rebel, clash, forc, district, koni
## Topic 15: uganda, rebel, lra, apr, die
## Topic 16: rescu, raid, camp, captiv, congo
## Topic 17: uganda, --, ai, break, p
## Topic 18: --, ugandan, rebel, eight, sudan
## Topic 19: two, region, day, command, icg
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -3.565, relative change = 2.035e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -3.558, relative change = 1.812e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -3.552, relative change = 1.704e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -3.548, relative change = 1.224e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -3.544, relative change = 1.069e-03)
## Topic 1: africa, cite, captain, top, score
## Topic 2: ambush, five, troop, soldier, kill
## Topic 3: comtex, global, via, say, updf
## Topic 4: koni, death, enough, heel, project
## Topic 5: lra, crisi, drcongo, incid, irn-
## Topic 6: three, attack, okapi, dungu, drc
## Topic 7: french, bunia, candip, communiti, ngo
## Topic 8: kill, armi, claim, nine, week
## Topic 9: vision, p, gulu, visino, free
## Topic 10: provinc, humanitair, oriental, au, du
## Topic 11: kampala, sudan, daili, jun, sep
## Topic 12: new, free, barlonyo, genesi, ceasefir
## Topic 13: polit, resist, lord, armi, sudan
## Topic 14: rebel, clash, forc, district, ugandan
## Topic 15: uganda, rebel, lra, apr, die
## Topic 16: rescu, raid, attack, camp, captiv
## Topic 17: uganda, --, ai, break, p
## Topic 18: --, ugandan, rebel, eight, sudan
## Topic 19: two, day, command, region, icg
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -3.540, relative change = 1.212e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -3.535, relative change = 1.466e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -3.531, relative change = 1.111e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -3.527, relative change = 1.187e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -3.523, relative change = 1.052e-03)
## Topic 1: africa, cite, captain, top, base
## Topic 2: ambush, five, kill, troop, soldier
## Topic 3: comtex, global, via, say, updf
## Topic 4: koni, death, enough, heel, project
## Topic 5: lra, crisi, drcongo, incid, irn-
## Topic 6: three, okapi, dungu, la, drc
## Topic 7: french, bunia, candip, communiti, ngo
## Topic 8: kill, armi, claim, nine, week
## Topic 9: vision, p, gulu, visino, captur
## Topic 10: provinc, humanitair, oriental, au, du
## Topic 11: kampala, apr, sudan, daili, jun
## Topic 12: new, free, captur, barlonyo, genesi
## Topic 13: polit, resist, armi, lord, sudan
## Topic 14: rebel, ugandan, clash, forc, district
## Topic 15: uganda, rebel, lra, die, violenc
## Topic 16: rescu, raid, attack, camp, captiv
## Topic 17: uganda, --, ai, break, p
## Topic 18: --, ugandan, rebel, eight, dow
## Topic 19: two, command, day, region, icg
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -3.520, relative change = 9.328e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -3.516, relative change = 9.168e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -3.513, relative change = 9.501e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -3.508, relative change = 1.416e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -3.501, relative change = 1.889e-03)
## Topic 1: africa, cite, captain, top, centr
## Topic 2: ambush, five, kill, troop, soldier
## Topic 3: comtex, global, via, say, updf
## Topic 4: koni, death, enough, heel, project
## Topic 5: lra, crisi, drcongo, incid, continu
## Topic 6: three, okapi, drc, dungu, la
## Topic 7: french, bunia, candip, communiti, ngo
## Topic 8: kill, armi, claim, nine, week
## Topic 9: vision, p, gulu, visino, irin
## Topic 10: provinc, humanitair, oriental, au, du
## Topic 11: kampala, apr, sudan, daili, jun
## Topic 12: new, irin, free, captur, barlonyo
## Topic 13: polit, armi, resist, lord, sudan
## Topic 14: rebel, ugandan, clash, forc, district
## Topic 15: uganda, lra, rebel, die, violenc
## Topic 16: rescu, raid, three, attack, camp
## Topic 17: uganda, --, ai, break, p
## Topic 18: --, ugandan, rebel, eight, dow
## Topic 19: two, command, day, kill, region
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -3.498, relative change = 1.105e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -3.494, relative change = 9.030e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -3.491, relative change = 1.050e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -3.487, relative change = 1.056e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -3.484, relative change = 7.744e-04)
## Topic 1: africa, cite, captain, top, centr
## Topic 2: ambush, five, kill, troop, soldier
## Topic 3: comtex, global, via, say, updf
## Topic 4: koni, death, enough, heel, project
## Topic 5: lra, crisi, drcongo, incid, continu
## Topic 6: okapi, drc, dungu, la, Ã
## Topic 7: french, bunia, candip, communiti, ngo
## Topic 8: kill, armi, claim, nine, week
## Topic 9: vision, p, gulu, visino, irin
## Topic 10: provinc, humanitair, oriental, au, du
## Topic 11: kampala, apr, sudan, daili, jun
## Topic 12: new, irin, free, captur, barlonyo
## Topic 13: polit, armi, resist, lord, sudan
## Topic 14: rebel, ugandan, forc, clash, district
## Topic 15: uganda, lra, rebel, die, sudan
## Topic 16: three, rescu, raid, attack, camp
## Topic 17: uganda, --, ai, break, p
## Topic 18: --, rebel, ugandan, eight, dow
## Topic 19: two, command, kill, day, region
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -3.482, relative change = 6.136e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 42 (approx. per word bound = -3.480, relative change = 5.699e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 43 (approx. per word bound = -3.478, relative change = 5.563e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 44 (approx. per word bound = -3.476, relative change = 5.432e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.475, relative change = 5.034e-04)
## Topic 1: africa, cite, captain, centr, health
## Topic 2: ambush, five, kill, troop, soldier
## Topic 3: comtex, global, via, say, updf
## Topic 4: koni, death, enough, heel, project
## Topic 5: lra, crisi, drcongo, incid, continu
## Topic 6: okapi, drc, dungu, la, --
## Topic 7: french, bunia, candip, communiti, ngo
## Topic 8: kill, armi, claim, nine, week
## Topic 9: vision, p, gulu, visino, irin
## Topic 10: provinc, humanitair, oriental, au, du
## Topic 11: kampala, apr, sudan, daili, jun
## Topic 12: new, irin, free, captur, barlonyo
## Topic 13: polit, armi, resist, lord, clash
## Topic 14: rebel, ugandan, forc, district, fight
## Topic 15: uganda, lra, rebel, die, sudan
## Topic 16: three, rescu, raid, attack, camp
## Topic 17: uganda, --, ai, break, war
## Topic 18: --, rebel, ugandan, dow, eight
## Topic 19: two, kill, command, day, region
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -3.473, relative change = 4.222e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 47 (approx. per word bound = -3.472, relative change = 4.012e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 48 (approx. per word bound = -3.470, relative change = 4.054e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 49 (approx. per word bound = -3.469, relative change = 4.109e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.468, relative change = 3.914e-04)
## Topic 1: africa, cite, captain, centr, health
## Topic 2: ambush, five, kill, troop, soldier
## Topic 3: comtex, global, via, say, updf
## Topic 4: koni, death, enough, heel, project
## Topic 5: lra, crisi, drcongo, incid, continu
## Topic 6: okapi, --, drc, dungu, la
## Topic 7: french, bunia, candip, communiti, ngo
## Topic 8: kill, armi, claim, nine, eight
## Topic 9: vision, p, gulu, visino, irin
## Topic 10: provinc, humanitair, oriental, au, du
## Topic 11: kampala, apr, daili, sudan, jun
## Topic 12: new, irin, free, captur, barlonyo
## Topic 13: polit, armi, clash, resist, lord
## Topic 14: rebel, ugandan, forc, district, fight
## Topic 15: uganda, lra, rebel, die, sudan
## Topic 16: three, rescu, raid, attack, camp
## Topic 17: uganda, --, ai, break, war
## Topic 18: --, rebel, ugandan, dow, pana
## Topic 19: two, kill, command, day, region
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -3.466, relative change = 3.518e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 52 (approx. per word bound = -3.465, relative change = 3.122e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 53 (approx. per word bound = -3.464, relative change = 2.825e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 54 (approx. per word bound = -3.463, relative change = 2.607e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -3.463, relative change = 2.483e-04)
## Topic 1: africa, cite, captain, centr, health
## Topic 2: ambush, five, kill, troop, soldier
## Topic 3: comtex, global, via, say, updf
## Topic 4: koni, death, enough, heel, project
## Topic 5: lra, crisi, drcongo, incid, continu
## Topic 6: okapi, --, dungu, la, drc
## Topic 7: french, bunia, candip, communiti, ngo
## Topic 8: kill, armi, claim, eight, week
## Topic 9: vision, p, gulu, visino, irin
## Topic 10: provinc, humanitair, oriental, au, du
## Topic 11: kampala, apr, daili, sudan, jun
## Topic 12: new, irin, free, captur, barlonyo
## Topic 13: polit, armi, resist, clash, lord
## Topic 14: rebel, ugandan, forc, district, fight
## Topic 15: uganda, lra, rebel, die, sudan
## Topic 16: three, rescu, raid, attack, camp
## Topic 17: uganda, --, ai, break, war
## Topic 18: --, rebel, dow, pana, captur
## Topic 19: two, kill, command, day, region
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -3.462, relative change = 2.423e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 57 (approx. per word bound = -3.461, relative change = 2.441e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 58 (approx. per word bound = -3.460, relative change = 2.725e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 59 (approx. per word bound = -3.458, relative change = 4.292e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -3.456, relative change = 6.822e-04)
## Topic 1: africa, cite, captain, centr, health
## Topic 2: ambush, five, kill, troop, soldier
## Topic 3: comtex, global, via, say, africa
## Topic 4: koni, death, enough, heel, project
## Topic 5: lra, crisi, drcongo, incid, clash
## Topic 6: okapi, --, dungu, la, drc
## Topic 7: french, bunia, candip, communiti, ngo
## Topic 8: kill, armi, claim, eight, week
## Topic 9: vision, p, gulu, visino, irin
## Topic 10: provinc, humanitair, oriental, au, du
## Topic 11: kampala, apr, daili, sudan, jun
## Topic 12: new, irin, free, barlonyo, genesi
## Topic 13: polit, armi, resist, lord, clash
## Topic 14: rebel, ugandan, forc, district, fight
## Topic 15: uganda, lra, rebel, die, sudan
## Topic 16: three, rescu, raid, attack, camp
## Topic 17: uganda, --, ai, break, war
## Topic 18: --, rebel, dow, pana, captur
## Topic 19: two, kill, command, day, region
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -3.455, relative change = 2.878e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -3.454, relative change = 2.789e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -3.453, relative change = 2.857e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 64 (approx. per word bound = -3.452, relative change = 3.029e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -3.451, relative change = 3.567e-04)
## Topic 1: africa, svd, cite, base, captain
## Topic 2: ambush, five, kill, troop, soldier
## Topic 3: comtex, global, via, say, africa
## Topic 4: koni, death, enough, heel, project
## Topic 5: lra, crisi, drcongo, incid, clash
## Topic 6: --, okapi, dungu, la, drc
## Topic 7: french, bunia, candip, communiti, ngo
## Topic 8: kill, armi, claim, eight, nine
## Topic 9: vision, p, gulu, visino, irin
## Topic 10: provinc, humanitair, oriental, au, du
## Topic 11: kampala, apr, daili, sudan, jun
## Topic 12: new, irin, free, barlonyo, genesi
## Topic 13: polit, armi, resist, lord, clash
## Topic 14: rebel, ugandan, forc, district, fight
## Topic 15: uganda, lra, die, sudan, updf
## Topic 16: three, rescu, raid, attack, camp
## Topic 17: uganda, --, ai, break, war
## Topic 18: --, rebel, dow, pana, captur
## Topic 19: two, kill, command, day, region
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -3.450, relative change = 3.250e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -3.449, relative change = 2.647e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -3.448, relative change = 2.705e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -3.447, relative change = 1.871e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.447, relative change = 1.408e-04)
## Topic 1: africa, svd, cite, base, captain
## Topic 2: ambush, five, kill, troop, soldier
## Topic 3: comtex, global, via, say, africa
## Topic 4: koni, death, enough, heel, project
## Topic 5: lra, crisi, drcongo, incid, clash
## Topic 6: --, okapi, dungu, la, drc
## Topic 7: french, bunia, candip, communiti, ngo
## Topic 8: kill, armi, claim, eight, nine
## Topic 9: vision, p, gulu, visino, irin
## Topic 10: provinc, humanitair, oriental, au, du
## Topic 11: kampala, apr, daili, sudan, jun
## Topic 12: new, irin, free, barlonyo, genesi
## Topic 13: polit, armi, resist, lord, clash
## Topic 14: rebel, ugandan, forc, district, fight
## Topic 15: uganda, lra, die, sudan, updf
## Topic 16: three, rescu, raid, attack, camp
## Topic 17: uganda, --, ai, break, war
## Topic 18: --, rebel, dow, pana, captur
## Topic 19: two, kill, command, day, region
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -3.446, relative change = 1.262e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -3.446, relative change = 1.185e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -3.446, relative change = 1.091e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -3.445, relative change = 1.067e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -3.445, relative change = 1.298e-04)
## Topic 1: africa, svd, cite, base, captain
## Topic 2: ambush, kill, five, troop, soldier
## Topic 3: comtex, global, via, say, africa
## Topic 4: koni, death, enough, heel, project
## Topic 5: lra, crisi, drcongo, incid, clash
## Topic 6: --, okapi, dungu, la, drc
## Topic 7: french, bunia, candip, communiti, ngo
## Topic 8: kill, armi, claim, eight, nine
## Topic 9: vision, p, gulu, visino, new
## Topic 10: provinc, humanitair, oriental, au, du
## Topic 11: kampala, apr, daili, sudan, jun
## Topic 12: new, irin, free, barlonyo, genesi
## Topic 13: polit, armi, resist, lord, clash
## Topic 14: rebel, ugandan, forc, district, fight
## Topic 15: uganda, lra, sudan, die, updf
## Topic 16: three, rescu, raid, attack, camp
## Topic 17: uganda, --, ai, break, war
## Topic 18: --, rebel, dow, pana, captur
## Topic 19: two, kill, command, day, region
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -3.444, relative change = 1.750e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -3.443, relative change = 1.806e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -3.443, relative change = 1.340e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -3.443, relative change = 1.073e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -3.442, relative change = 1.121e-04)
## Topic 1: africa, svd, cite, base, captain
## Topic 2: ambush, kill, five, troop, soldier
## Topic 3: comtex, global, via, say, africa
## Topic 4: koni, death, enough, heel, project
## Topic 5: lra, crisi, drcongo, incid, clash
## Topic 6: --, okapi, dungu, la, drc
## Topic 7: french, bunia, candip, communiti, ngo
## Topic 8: kill, armi, claim, eight, week
## Topic 9: vision, p, gulu, visino, new
## Topic 10: provinc, humanitair, oriental, au, du
## Topic 11: kampala, apr, daili, sudan, jun
## Topic 12: new, irin, free, barlonyo, genesi
## Topic 13: polit, armi, resist, lord, clash
## Topic 14: rebel, ugandan, forc, district, fight
## Topic 15: uganda, lra, sudan, die, updf
## Topic 16: three, rescu, raid, attack, camp
## Topic 17: uganda, --, ai, break, war
## Topic 18: --, rebel, dow, pana, captur
## Topic 19: kill, two, command, day, region
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -3.442, relative change = 1.329e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 82 (approx. per word bound = -3.441, relative change = 1.647e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 83 (approx. per word bound = -3.441, relative change = 1.608e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 84 (approx. per word bound = -3.440, relative change = 1.530e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -3.440, relative change = 1.551e-04)
## Topic 1: africa, svd, cite, base, captain
## Topic 2: ambush, kill, five, soldier, troop
## Topic 3: comtex, global, via, say, africa
## Topic 4: koni, death, enough, heel, project
## Topic 5: lra, crisi, drcongo, incid, clash
## Topic 6: --, okapi, dungu, la, drc
## Topic 7: french, bunia, candip, communiti, ngo
## Topic 8: kill, armi, claim, eight, week
## Topic 9: vision, p, gulu, visino, new
## Topic 10: provinc, humanitair, oriental, au, du
## Topic 11: kampala, apr, daili, sudan, jun
## Topic 12: new, irin, free, barlonyo, genesi
## Topic 13: polit, armi, resist, lord, clash
## Topic 14: rebel, ugandan, forc, district, fight
## Topic 15: uganda, lra, sudan, die, updf
## Topic 16: three, rescu, raid, attack, camp
## Topic 17: uganda, --, ai, break, war
## Topic 18: --, rebel, dow, pana, captur
## Topic 19: two, kill, command, day, region
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 86 (approx. per word bound = -3.439, relative change = 1.295e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 87 (approx. per word bound = -3.439, relative change = 7.026e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 88 (approx. per word bound = -3.439, relative change = 5.385e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 89 (approx. per word bound = -3.439, relative change = 4.916e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 90 (approx. per word bound = -3.438, relative change = 4.989e-05)
## Topic 1: africa, svd, cite, captain, centr
## Topic 2: ambush, kill, five, soldier, troop
## Topic 3: comtex, global, via, say, africa
## Topic 4: koni, death, enough, heel, project
## Topic 5: lra, crisi, drcongo, incid, clash
## Topic 6: --, okapi, dungu, la, drc
## Topic 7: french, bunia, candip, communiti, ngo
## Topic 8: kill, armi, claim, eight, week
## Topic 9: vision, p, gulu, visino, new
## Topic 10: provinc, humanitair, oriental, au, du
## Topic 11: kampala, apr, daili, sudan, jun
## Topic 12: new, irin, free, barlonyo, genesi
## Topic 13: polit, armi, resist, lord, clash
## Topic 14: rebel, ugandan, forc, district, fight
## Topic 15: uganda, lra, sudan, die, updf
## Topic 16: three, rescu, raid, attack, camp
## Topic 17: uganda, --, ai, break, war
## Topic 18: --, rebel, dow, pana, captur
## Topic 19: kill, two, command, day, region
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 91 (approx. per word bound = -3.438, relative change = 5.717e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 92 (approx. per word bound = -3.438, relative change = 6.022e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 93 (approx. per word bound = -3.438, relative change = 4.951e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 94 (approx. per word bound = -3.438, relative change = 4.222e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -3.438, relative change = 4.229e-05)
## Topic 1: africa, svd, cite, base, captain
## Topic 2: ambush, kill, five, soldier, troop
## Topic 3: comtex, global, via, say, africa
## Topic 4: koni, death, enough, heel, project
## Topic 5: lra, crisi, drcongo, incid, clash
## Topic 6: --, okapi, dungu, la, drc
## Topic 7: french, bunia, candip, communiti, ngo
## Topic 8: kill, armi, claim, eight, week
## Topic 9: vision, p, gulu, visino, new
## Topic 10: provinc, humanitair, oriental, au, du
## Topic 11: kampala, apr, daili, sudan, jun
## Topic 12: new, irin, free, barlonyo, genesi
## Topic 13: polit, armi, resist, lord, clash
## Topic 14: rebel, ugandan, forc, district, fight
## Topic 15: uganda, lra, sudan, die, updf
## Topic 16: three, rescu, raid, attack, camp
## Topic 17: uganda, --, ai, break, war
## Topic 18: --, rebel, dow, pana, captur
## Topic 19: kill, two, command, day, region
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 96 (approx. per word bound = -3.437, relative change = 4.469e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 97 (approx. per word bound = -3.437, relative change = 4.485e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 98 (approx. per word bound = -3.437, relative change = 3.654e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 99 (approx. per word bound = -3.437, relative change = 3.234e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 100 (approx. per word bound = -3.437, relative change = 3.335e-05)
## Topic 1: africa, svd, cite, base, captain
## Topic 2: ambush, kill, five, soldier, troop
## Topic 3: comtex, global, via, say, africa
## Topic 4: koni, death, enough, heel, project
## Topic 5: lra, crisi, drcongo, incid, clash
## Topic 6: --, okapi, dungu, la, drc
## Topic 7: french, bunia, candip, communiti, ngo
## Topic 8: kill, armi, claim, eight, week
## Topic 9: vision, p, gulu, visino, new
## Topic 10: provinc, humanitair, oriental, au, du
## Topic 11: kampala, apr, daili, sudan, jun
## Topic 12: new, irin, free, barlonyo, genesi
## Topic 13: polit, armi, resist, lord, clash
## Topic 14: rebel, ugandan, forc, district, fight
## Topic 15: uganda, lra, sudan, die, updf
## Topic 16: three, rescu, raid, attack, camp
## Topic 17: uganda, --, ai, break, war
## Topic 18: --, rebel, dow, pana, captur
## Topic 19: kill, two, command, day, region
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 101 (approx. per word bound = -3.437, relative change = 3.253e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 102 (approx. per word bound = -3.437, relative change = 3.008e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 103 (approx. per word bound = -3.437, relative change = 2.563e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 104 (approx. per word bound = -3.437, relative change = 1.925e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 105 (approx. per word bound = -3.436, relative change = 1.524e-05)
## Topic 1: africa, svd, cite, base, captain
## Topic 2: ambush, kill, five, soldier, troop
## Topic 3: comtex, global, via, say, africa
## Topic 4: koni, death, enough, heel, project
## Topic 5: lra, crisi, drcongo, incid, clash
## Topic 6: --, okapi, dungu, la, drc
## Topic 7: french, bunia, candip, communiti, ngo
## Topic 8: kill, armi, claim, eight, week
## Topic 9: vision, p, gulu, visino, new
## Topic 10: provinc, humanitair, oriental, au, du
## Topic 11: kampala, apr, daili, sudan, jun
## Topic 12: new, irin, free, barlonyo, genesi
## Topic 13: polit, armi, resist, lord, clash
## Topic 14: rebel, ugandan, forc, district, fight
## Topic 15: uganda, lra, sudan, die, updf
## Topic 16: three, rescu, raid, attack, nine
## Topic 17: uganda, --, ai, break, war
## Topic 18: --, rebel, dow, pana, captur
## Topic 19: kill, two, command, day, region
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 106 (approx. per word bound = -3.436, relative change = 1.145e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 107 (approx. per word bound = -3.436, relative change = 1.030e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ....................
## Recovering initialization...
## ....
## Initialization complete.
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.762)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -4.425, relative change = 7.082e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -4.269, relative change = 3.519e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -4.139, relative change = 3.042e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -4.049, relative change = 2.169e-02)
## Topic 1: --, lra, crisi, civilian, foil
## Topic 2: rebel, --, die, uganda, middl
## Topic 3: rebel, --, die, violenc, uganda
## Topic 4: --, congo, rebel, dr, dead
## Topic 5: rebel, --, troop, govern, border
## Topic 6: --, rebel, la, Ã , de
## Topic 7: rebel, drcongo, --, troop, fighter
## Topic 8: ambush, clash, updf, three, eight
## Topic 9: vision, comtex, p, koni, son
## Topic 10: sudan, two, kill, equatoria, enough
## Topic 11: provinc, command, humanitair, oriental, lord
## Topic 12: new, raid, jun, ionl, locat
## Topic 13: armi, kill, rebel, claim, camp
## Topic 14: ugandan, lra, armi, attack, forc
## Topic 15: africa, kampala, polit, apr, global
## Topic 16: kill, lra, claim, armi, say
## Topic 17: uganda, kill, rebel, bunia, french
## Topic 18: soldier, five, kill, nine, rescu
## Topic 19: --, human, ai, break, war
## Topic 20: kill, --, four, cite, project
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -3.928, relative change = 2.996e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -3.866, relative change = 1.581e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -3.823, relative change = 1.099e-02)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -3.792, relative change = 8.347e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -3.766, relative change = 6.698e-03)
## Topic 1: --, lra, crisi, drc, uel
## Topic 2: rebel, --, peopl, middl, attack
## Topic 3: --, die, uganda, civilian, violenc
## Topic 4: congo, --, dead, dr, rebel
## Topic 5: rebel, --, troop, kill, ugandan
## Topic 6: okapi, la, dungu, Ã , de
## Topic 7: drcongo, lra, rebel, fighter, villag
## Topic 8: ambush, updf, clash, three, dow
## Topic 9: vision, comtex, p, koni, son
## Topic 10: sudan, two, region, kill, equatoria
## Topic 11: provinc, command, lord, humanitair, oriental
## Topic 12: new, jun, raid, adjumani, ionl
## Topic 13: rebel, kill, armi, camp, w
## Topic 14: ugandan, lra, armi, attack, bulletin
## Topic 15: africa, kampala, polit, apr, global
## Topic 16: lra, kill, claim, armi, say
## Topic 17: uganda, french, bunia, candip, day
## Topic 18: soldier, five, kill, nine, rescu
## Topic 19: --, ai, break, human, war
## Topic 20: kill, koni, four, cite, project
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -3.745, relative change = 5.736e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -3.726, relative change = 5.077e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -3.708, relative change = 4.761e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -3.694, relative change = 3.729e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -3.682, relative change = 3.313e-03)
## Topic 1: --, lra, crisi, drc, uel
## Topic 2: rebel, --, attack, peopl, middl
## Topic 3: updf, --, uganda, die, violenc
## Topic 4: congo, dead, dr, --, rebel
## Topic 5: rebel, kill, troop, --, ugandan
## Topic 6: okapi, la, dungu, Ã , de
## Topic 7: lra, drcongo, rebel, fighter, french
## Topic 8: ambush, clash, three, dow, pana
## Topic 9: vision, comtex, p, son, eldest
## Topic 10: sudan, two, region, raid, central
## Topic 11: provinc, lord, command, humanitair, oriental
## Topic 12: new, jun, raid, foil, adjumani
## Topic 13: rebel, kill, armi, w, ablaz
## Topic 14: ugandan, armi, lra, attack, incid
## Topic 15: africa, kampala, polit, apr, global
## Topic 16: lra, kill, claim, armi, say
## Topic 17: uganda, french, bunia, candip, day
## Topic 18: soldier, kill, five, nine, rescu
## Topic 19: --, ai, break, war, zone
## Topic 20: koni, kill, four, cite, lra
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -3.673, relative change = 2.427e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -3.664, relative change = 2.369e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -3.657, relative change = 1.951e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -3.650, relative change = 1.975e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -3.641, relative change = 2.317e-03)
## Topic 1: --, lra, crisi, uel, drc
## Topic 2: --, rebel, attack, peopl, middl
## Topic 3: updf, --, uganda, die, violenc
## Topic 4: congo, dead, kill, rebel, dr
## Topic 5: rebel, kill, --, troop, ugandan
## Topic 6: okapi, la, dungu, Ã , de
## Topic 7: lra, drcongo, french, rebel, africa
## Topic 8: ambush, clash, three, dow, pana
## Topic 9: vision, comtex, p, son, eldest
## Topic 10: sudan, two, raid, region, enough
## Topic 11: provinc, lord, humanitair, oriental, au
## Topic 12: new, jun, foil, raid, adjumani
## Topic 13: rebel, kill, armi, w, ablaz
## Topic 14: ugandan, armi, lra, attack, incid
## Topic 15: africa, kampala, polit, apr, global
## Topic 16: lra, kill, claim, --, armi
## Topic 17: uganda, bunia, candip, french, day
## Topic 18: soldier, kill, five, nine, rescu
## Topic 19: --, ai, break, war, zone
## Topic 20: koni, kill, four, lra, cite
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -3.632, relative change = 2.541e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -3.623, relative change = 2.580e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -3.613, relative change = 2.781e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -3.606, relative change = 1.805e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -3.601, relative change = 1.385e-03)
## Topic 1: --, lra, crisi, uel, drc
## Topic 2: --, rebel, peopl, attack, middl
## Topic 3: updf, --, uganda, die, violenc
## Topic 4: congo, kill, dead, three, rebel
## Topic 5: rebel, kill, ugandan, --, troop
## Topic 6: okapi, la, dungu, Ã , de
## Topic 7: lra, africa, drcongo, rebel, french
## Topic 8: ambush, three, dow, clash, pana
## Topic 9: vision, p, comtex, son, eldest
## Topic 10: sudan, two, raid, region, issu
## Topic 11: provinc, lord, humanitair, oriental, au
## Topic 12: new, jun, foil, raid, adjumani
## Topic 13: rebel, kill, armi, w, ablaz
## Topic 14: ugandan, armi, lra, attack, resist
## Topic 15: africa, kampala, polit, apr, global
## Topic 16: lra, kill, --, claim, armi
## Topic 17: uganda, bunia, candip, french, day
## Topic 18: soldier, five, kill, nine, rescu
## Topic 19: --, uganda, ai, break, war
## Topic 20: koni, four, kill, lra, cite
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -3.597, relative change = 1.106e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -3.594, relative change = 9.923e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -3.590, relative change = 9.258e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -3.587, relative change = 9.481e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -3.584, relative change = 8.007e-04)
## Topic 1: --, lra, crisi, uel, drc
## Topic 2: --, peopl, attack, rebel, middl
## Topic 3: updf, --, uganda, die, violenc
## Topic 4: three, congo, kill, dead, rebel
## Topic 5: rebel, kill, ugandan, --, troop
## Topic 6: okapi, la, dungu, Ã , de
## Topic 7: lra, africa, drcongo, rebel, french
## Topic 8: ambush, dow, three, pana, seven
## Topic 9: vision, p, son, eldest, ceasefir
## Topic 10: sudan, two, raid, region, issu
## Topic 11: provinc, lord, humanitair, oriental, au
## Topic 12: new, jun, foil, raid, adjumani
## Topic 13: rebel, kill, armi, w, ablaz
## Topic 14: ugandan, armi, lra, attack, resist
## Topic 15: africa, kampala, polit, apr, global
## Topic 16: lra, kill, --, claim, armi
## Topic 17: uganda, bunia, candip, french, day
## Topic 18: soldier, five, kill, nine, rescu
## Topic 19: --, uganda, ai, break, war
## Topic 20: koni, four, kill, lra, cite
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -3.581, relative change = 8.030e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -3.578, relative change = 8.974e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -3.574, relative change = 1.052e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -3.570, relative change = 1.196e-03)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -3.567, relative change = 7.900e-04)
## Topic 1: --, lra, crisi, uel, drc
## Topic 2: --, peopl, attack, rebel, middl
## Topic 3: updf, uganda, --, die, violenc
## Topic 4: three, congo, kill, rebel, dead
## Topic 5: rebel, kill, ugandan, --, troop
## Topic 6: okapi, la, dungu, Ã , de
## Topic 7: lra, africa, drcongo, rebel, clash
## Topic 8: ambush, dow, pana, seven, three
## Topic 9: vision, p, gulu, son, ceasefir
## Topic 10: sudan, two, raid, region, camp
## Topic 11: provinc, lord, humanitair, oriental, au
## Topic 12: new, foil, raid, adjumani, jun
## Topic 13: rebel, kill, armi, w, ablaz
## Topic 14: ugandan, armi, lra, attack, resist
## Topic 15: africa, kampala, polit, apr, global
## Topic 16: lra, --, kill, armi, uganda
## Topic 17: uganda, bunia, candip, french, day
## Topic 18: soldier, five, kill, nine, rescu
## Topic 19: --, uganda, ai, break, war
## Topic 20: koni, command, four, kill, lra
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -3.564, relative change = 7.176e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -3.562, relative change = 7.946e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -3.560, relative change = 4.311e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -3.558, relative change = 6.918e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -3.555, relative change = 6.690e-04)
## Topic 1: --, lra, crisi, uel, drc
## Topic 2: --, attack, peopl, middl, uganda
## Topic 3: updf, uganda, --, die, violenc
## Topic 4: three, kill, congo, rebel, africa
## Topic 5: rebel, kill, ugandan, --, troop
## Topic 6: okapi, la, dungu, Ã , de
## Topic 7: lra, africa, drcongo, rebel, incid
## Topic 8: ambush, dow, pana, seven, clash
## Topic 9: vision, p, son, ceasefir, extend
## Topic 10: sudan, two, raid, region, camp
## Topic 11: provinc, lord, humanitair, oriental, au
## Topic 12: new, foil, raid, adjumani, gulu
## Topic 13: rebel, kill, armi, w, ablaz
## Topic 14: ugandan, armi, lra, attack, resist
## Topic 15: africa, kampala, polit, apr, global
## Topic 16: --, lra, kill, armi, uganda
## Topic 17: uganda, bunia, candip, french, day
## Topic 18: soldier, five, kill, nine, rescu
## Topic 19: --, uganda, ai, break, war
## Topic 20: koni, command, four, kill, lra
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -3.552, relative change = 7.742e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -3.549, relative change = 9.880e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -3.548, relative change = 3.345e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -3.546, relative change = 4.719e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.544, relative change = 5.067e-04)
## Topic 1: --, lra, crisi, uel, drc
## Topic 2: --, peopl, attack, uganda, middl
## Topic 3: uganda, updf, --, die, violenc
## Topic 4: three, kill, rebel, congo, africa
## Topic 5: rebel, kill, ugandan, --, troop
## Topic 6: okapi, dungu, la, Ã , de
## Topic 7: lra, africa, drcongo, incid, rebel
## Topic 8: ambush, dow, pana, seven, clash
## Topic 9: vision, p, son, ceasefir, extend
## Topic 10: sudan, two, raid, region, camp
## Topic 11: provinc, lord, humanitair, oriental, au
## Topic 12: new, foil, raid, adjumani, gulu
## Topic 13: rebel, kill, armi, w, ablaz
## Topic 14: ugandan, armi, lra, resist, forc
## Topic 15: africa, kampala, polit, apr, global
## Topic 16: --, kill, lra, armi, uganda
## Topic 17: uganda, bunia, candip, french, day
## Topic 18: soldier, five, kill, rescu, nine
## Topic 19: --, uganda, ai, break, war
## Topic 20: koni, command, four, kill, lra
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -3.543, relative change = 4.804e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -3.541, relative change = 4.654e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -3.540, relative change = 3.783e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -3.538, relative change = 4.038e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.537, relative change = 2.969e-04)
## Topic 1: --, lra, crisi, uel, attack
## Topic 2: uganda, peopl, attack, --, middl
## Topic 3: uganda, updf, --, die, violenc
## Topic 4: three, kill, rebel, africa, congo
## Topic 5: rebel, ugandan, kill, --, troop
## Topic 6: okapi, dungu, la, Ã , de
## Topic 7: lra, africa, drcongo, incid, rebel
## Topic 8: ambush, dow, pana, seven, clash
## Topic 9: vision, p, son, ceasefir, extend
## Topic 10: sudan, two, raid, region, camp
## Topic 11: provinc, lord, humanitair, oriental, au
## Topic 12: new, foil, raid, adjumani, gulu
## Topic 13: rebel, kill, armi, w, ablaz
## Topic 14: ugandan, armi, lra, resist, forc
## Topic 15: africa, kampala, polit, apr, global
## Topic 16: --, kill, lra, armi, rebel
## Topic 17: uganda, bunia, candip, french, day
## Topic 18: soldier, five, kill, rescu, nine
## Topic 19: --, uganda, ai, break, war
## Topic 20: koni, command, four, kill, cite
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -3.536, relative change = 2.728e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -3.535, relative change = 2.615e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -3.534, relative change = 2.681e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -3.533, relative change = 3.606e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -3.531, relative change = 4.352e-04)
## Topic 1: --, lra, crisi, uel, attack
## Topic 2: uganda, attack, peopl, --, middl
## Topic 3: uganda, updf, --, die, violenc
## Topic 4: three, kill, rebel, africa, congo
## Topic 5: rebel, ugandan, kill, --, troop
## Topic 6: okapi, dungu, la, Ã , de
## Topic 7: lra, africa, drcongo, incid, clash
## Topic 8: ambush, dow, pana, seven, clash
## Topic 9: vision, p, son, ceasefir, extend
## Topic 10: sudan, two, raid, region, camp
## Topic 11: provinc, lord, humanitair, oriental, au
## Topic 12: new, foil, raid, adjumani, gulu
## Topic 13: rebel, kill, armi, --, w
## Topic 14: ugandan, armi, lra, forc, resist
## Topic 15: africa, kampala, polit, apr, global
## Topic 16: kill, --, lra, armi, rebel
## Topic 17: uganda, bunia, french, candip, day
## Topic 18: soldier, kill, five, rescu, nine
## Topic 19: --, uganda, ai, break, war
## Topic 20: koni, command, four, kill, cite
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -3.531, relative change = 2.452e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -3.530, relative change = 2.219e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -3.529, relative change = 2.282e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -3.528, relative change = 2.580e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -3.527, relative change = 3.196e-04)
## Topic 1: --, crisi, lra, uel, drc
## Topic 2: uganda, attack, peopl, --, middl
## Topic 3: uganda, updf, --, die, violenc
## Topic 4: three, kill, rebel, africa, congo
## Topic 5: ugandan, rebel, kill, --, troop
## Topic 6: okapi, dungu, la, Ã , de
## Topic 7: lra, africa, drcongo, incid, clash
## Topic 8: ambush, dow, pana, seven, clash
## Topic 9: vision, p, son, ceasefir, extend
## Topic 10: sudan, two, raid, region, camp
## Topic 11: provinc, lord, humanitair, oriental, au
## Topic 12: new, foil, raid, adjumani, gulu
## Topic 13: rebel, kill, armi, --, w
## Topic 14: ugandan, armi, lra, forc, resist
## Topic 15: africa, kampala, polit, apr, global
## Topic 16: kill, --, lra, armi, rebel
## Topic 17: uganda, bunia, french, candip, day
## Topic 18: soldier, kill, five, rescu, nine
## Topic 19: --, uganda, ai, break, war
## Topic 20: koni, command, kill, cite, four
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -3.525, relative change = 4.552e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -3.523, relative change = 5.373e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -3.522, relative change = 4.073e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -3.521, relative change = 2.254e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -3.520, relative change = 2.186e-04)
## Topic 1: --, crisi, lra, uel, drc
## Topic 2: uganda, attack, peopl, --, middl
## Topic 3: uganda, updf, --, die, violenc
## Topic 4: three, kill, rebel, africa, congo
## Topic 5: ugandan, rebel, kill, --, troop
## Topic 6: okapi, dungu, la, Ã , de
## Topic 7: lra, africa, drcongo, incid, clash
## Topic 8: ambush, dow, pana, seven, clash
## Topic 9: vision, p, son, ceasefir, extend
## Topic 10: sudan, two, raid, region, camp
## Topic 11: provinc, lord, humanitair, oriental, au
## Topic 12: new, foil, raid, adjumani, gulu
## Topic 13: rebel, kill, armi, --, w
## Topic 14: ugandan, armi, lra, resist, forc
## Topic 15: africa, kampala, polit, apr, global
## Topic 16: kill, --, armi, lra, rebel
## Topic 17: uganda, bunia, french, candip, day
## Topic 18: kill, soldier, five, rescu, nine
## Topic 19: --, uganda, ai, break, war
## Topic 20: koni, command, kill, cite, lra
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -3.520, relative change = 2.545e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -3.519, relative change = 2.895e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -3.517, relative change = 3.018e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -3.516, relative change = 3.250e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.515, relative change = 3.508e-04)
## Topic 1: --, crisi, lra, uel, drc
## Topic 2: uganda, attack, peopl, --, middl
## Topic 3: uganda, updf, --, die, violenc
## Topic 4: three, kill, rebel, africa, congo
## Topic 5: ugandan, rebel, kill, --, troop
## Topic 6: okapi, dungu, la, Ã , de
## Topic 7: lra, africa, drcongo, incid, attack
## Topic 8: ambush, dow, pana, seven, clash
## Topic 9: vision, p, son, ceasefir, extend
## Topic 10: sudan, two, raid, region, camp
## Topic 11: provinc, lord, humanitair, oriental, au
## Topic 12: new, foil, raid, adjumani, gulu
## Topic 13: rebel, kill, armi, --, w
## Topic 14: ugandan, armi, lra, resist, forc
## Topic 15: africa, kampala, polit, apr, comtex
## Topic 16: kill, armi, --, lra, rebel
## Topic 17: uganda, bunia, french, candip, day
## Topic 18: kill, soldier, five, rescu, nine
## Topic 19: --, uganda, ai, break, war
## Topic 20: koni, command, kill, cite, enough
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -3.514, relative change = 2.803e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -3.513, relative change = 3.321e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -3.511, relative change = 4.243e-04)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -3.511, relative change = 5.624e-05)
## ....................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## [1] "check plot"
## ONLF: no prior
sk.onlf <- group.searchK(groupID= "-onlf",
data=ged.onlf,
kmax=20)
## [1] 700 49
## Warning: 'dfm.corpus()' is deprecated. Use 'tokens()' first.
## Warning: min_nchar, ngrams arguments are not used.
## Warning: '...' should not be used for tokens() arguments; use 'tokens()' first.
## Warning: min_nchar, ngrams arguments are not used.
## Warning: min_nchar, ngrams arguments are not used.
## Warning: 'remove' is deprecated; use dfm_remove() instead
## Warning: 'stem' is deprecated; use dfm_wordstem() instead
## Warning in dfm2stm(x, docvars, omit_empty = TRUE): Dropped 700 empty
## document(s)
## Warning in stm(documents = heldout$documents, vocab = heldout$vocab, K = k, :
## K=2 is equivalent to a unidimensional scaling model which you may prefer.
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ..
## Recovering initialization...
## ..
## Initialization complete.
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -3.857)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -3.732, relative change = 3.252e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -3.699, relative change = 8.717e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -3.687, relative change = 3.328e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -3.681, relative change = 1.677e-03)
## Topic 1: freedom, africa, ogaden, ethiopian, soldier
## Topic 2: ogadeni, peopl, somali, rebel, claim
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -3.677, relative change = 1.025e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -3.674, relative change = 7.202e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -3.672, relative change = 5.554e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -3.670, relative change = 4.685e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -3.669, relative change = 4.387e-04)
## Topic 1: freedom, africa, ogaden, ethiopian, soldier
## Topic 2: ogadeni, peopl, somali, rebel, claim
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -3.667, relative change = 4.551e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -3.665, relative change = 5.051e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -3.663, relative change = 5.523e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -3.661, relative change = 5.511e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -3.659, relative change = 5.212e-04)
## Topic 1: africa, ogaden, freedom, ethiopian, soldier
## Topic 2: ogadeni, peopl, somali, rebel, claim
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -3.657, relative change = 5.179e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -3.655, relative change = 5.599e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -3.653, relative change = 6.390e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -3.650, relative change = 7.405e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -3.647, relative change = 8.437e-04)
## Topic 1: ogaden, africa, ethiopian, freedom, soldier
## Topic 2: ogadeni, peopl, somali, rebel, freedom
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -3.644, relative change = 9.244e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -3.640, relative change = 9.662e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -3.637, relative change = 9.684e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -3.633, relative change = 9.437e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -3.630, relative change = 9.098e-04)
## Topic 1: ogaden, africa, ethiopian, soldier, group
## Topic 2: ogadeni, peopl, freedom, somali, rebel
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -3.627, relative change = 8.820e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -3.624, relative change = 8.664e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -3.621, relative change = 8.568e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -3.618, relative change = 8.379e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -3.615, relative change = 7.952e-04)
## Topic 1: ogaden, africa, ethiopian, soldier, group
## Topic 2: ogadeni, freedom, peopl, somali, rebel
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -3.612, relative change = 7.292e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -3.610, relative change = 6.601e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -3.607, relative change = 6.123e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -3.605, relative change = 5.905e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -3.603, relative change = 5.834e-04)
## Topic 1: ogaden, ethiopian, africa, soldier, group
## Topic 2: freedom, ogadeni, peopl, somali, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -3.601, relative change = 5.993e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -3.599, relative change = 6.525e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -3.596, relative change = 7.400e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -3.593, relative change = 8.401e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -3.590, relative change = 9.157e-04)
## Topic 1: ogaden, ethiopian, africa, soldier, group
## Topic 2: freedom, ogadeni, peopl, africa, somali
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -3.586, relative change = 9.414e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -3.583, relative change = 9.455e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -3.579, relative change = 1.009e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -3.575, relative change = 1.183e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.570, relative change = 1.304e-03)
## Topic 1: ogaden, ethiopian, soldier, africa, group
## Topic 2: freedom, ogadeni, peopl, africa, somali
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -3.566, relative change = 1.258e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -3.561, relative change = 1.290e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -3.556, relative change = 1.428e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -3.550, relative change = 1.636e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.544, relative change = 1.925e-03)
## Topic 1: ogaden, ethiopian, africa, soldier, kill
## Topic 2: freedom, ogadeni, peopl, africa, somali
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -3.535, relative change = 2.304e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -3.526, relative change = 2.541e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -3.518, relative change = 2.287e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -3.511, relative change = 1.968e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -3.505, relative change = 1.746e-03)
## Topic 1: ogaden, rebel, ethiopian, africa, kill
## Topic 2: freedom, ogadeni, peopl, somali, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -3.500, relative change = 1.539e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -3.495, relative change = 1.356e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -3.491, relative change = 1.213e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -3.487, relative change = 1.112e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -3.483, relative change = 1.042e-03)
## Topic 1: rebel, ogaden, africa, claim, govern
## Topic 2: freedom, ogadeni, peopl, somali, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -3.480, relative change = 9.785e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -3.477, relative change = 8.958e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -3.474, relative change = 7.835e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -3.472, relative change = 6.628e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -3.470, relative change = 5.580e-04)
## Topic 1: rebel, ogaden, claim, africa, govern
## Topic 2: freedom, ogadeni, peopl, somali, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -3.468, relative change = 4.729e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -3.467, relative change = 3.998e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 68 (approx. per word bound = -3.466, relative change = 3.357e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 69 (approx. per word bound = -3.465, relative change = 2.857e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.464, relative change = 2.517e-04)
## Topic 1: rebel, ogaden, claim, africa, govern
## Topic 2: freedom, ogadeni, peopl, somali, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -3.463, relative change = 2.304e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -3.462, relative change = 2.173e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -3.462, relative change = 2.076e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -3.461, relative change = 1.986e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -3.460, relative change = 1.909e-04)
## Topic 1: rebel, ogaden, claim, africa, govern
## Topic 2: freedom, ogadeni, peopl, somali, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -3.460, relative change = 1.894e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -3.459, relative change = 1.957e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -3.458, relative change = 1.988e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -3.458, relative change = 1.802e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -3.457, relative change = 1.439e-04)
## Topic 1: rebel, ogaden, claim, africa, govern
## Topic 2: freedom, ogadeni, peopl, somali, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Topic 1: rebel, ogaden, claim, africa, govern
## Topic 2: freedom, ogadeni, peopl, somali, africa
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## Topic 1: rebel, ogaden, africa, claim, govern
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## Topic 1: rebel, ogaden, africa, claim, govern
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## Topic 1: rebel, ogaden, africa, claim, govern
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## Topic 1: rebel, ogaden, africa, claim, govern
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## Topic 1: rebel, ogaden, africa, claim, govern
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## Topic 1: rebel, ogaden, africa, claim, govern
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## Topic 1: rebel, ogaden, africa, claim, govern
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## Topic 1: rebel, ogaden, africa, claim, govern
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## Topic 1: rebel, ogaden, africa, claim, govern
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## Completing Iteration 135 (approx. per word bound = -3.450, relative change = 1.950e-05)
## Topic 1: rebel, ogaden, africa, claim, govern
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## Topic 1: rebel, ogaden, africa, claim, govern
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## Completing Iteration 145 (approx. per word bound = -3.449, relative change = 2.542e-05)
## Topic 1: rebel, ogaden, africa, claim, govern
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## Completing Iteration 150 (approx. per word bound = -3.448, relative change = 2.235e-05)
## Topic 1: rebel, ogaden, africa, claim, govern
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## Completing Iteration 155 (approx. per word bound = -3.448, relative change = 4.417e-05)
## Topic 1: rebel, ogaden, africa, claim, govern
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## Completing Iteration 160 (approx. per word bound = -3.447, relative change = 2.922e-05)
## Topic 1: rebel, ogaden, africa, claim, govern
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## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ...
## Recovering initialization...
## ..
## Initialization complete.
## ..................................................................................................................
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## Completing Iteration 1 (approx. per word bound = -3.910)
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## Completing Iteration 5 (approx. per word bound = -3.635, relative change = 3.143e-03)
## Topic 1: somali, ethiopian, group, forc, troop
## Topic 2: kill, ethiopia, soldier, battl, militari
## Topic 3: africa, freedom, ogadeni, peopl, rebel
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## Completing Iteration 6 (approx. per word bound = -3.627, relative change = 2.044e-03)
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## Completing Iteration 7 (approx. per word bound = -3.622, relative change = 1.452e-03)
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## Completing Iteration 9 (approx. per word bound = -3.614, relative change = 9.964e-04)
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## Completing Iteration 10 (approx. per word bound = -3.611, relative change = 9.149e-04)
## Topic 1: somali, ethiopian, group, forc, troop
## Topic 2: kill, ethiopia, soldier, ogaden, battl
## Topic 3: africa, freedom, ogadeni, peopl, rebel
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## Completing Iteration 11 (approx. per word bound = -3.608, relative change = 8.719e-04)
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## Completing Iteration 12 (approx. per word bound = -3.605, relative change = 8.324e-04)
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## Completing Iteration 15 (approx. per word bound = -3.598, relative change = 5.812e-04)
## Topic 1: somali, ethiopian, group, forc, troop
## Topic 2: kill, ethiopia, ogaden, soldier, victori
## Topic 3: africa, freedom, ogadeni, peopl, rebel
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## Completing Iteration 16 (approx. per word bound = -3.596, relative change = 5.322e-04)
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## Completing Iteration 20 (approx. per word bound = -3.589, relative change = 4.598e-04)
## Topic 1: somali, ethiopian, group, forc, troop
## Topic 2: ogaden, kill, ethiopia, soldier, victori
## Topic 3: africa, freedom, ogadeni, peopl, rebel
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## Completing Iteration 21 (approx. per word bound = -3.587, relative change = 5.502e-04)
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## Completing Iteration 25 (approx. per word bound = -3.577, relative change = 8.503e-04)
## Topic 1: somali, ethiopian, group, forc, troop
## Topic 2: ogaden, kill, ethiopia, soldier, victori
## Topic 3: africa, freedom, ogadeni, peopl, rebel
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## Completing Iteration 26 (approx. per word bound = -3.573, relative change = 9.877e-04)
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## Completing Iteration 28 (approx. per word bound = -3.565, relative change = 1.293e-03)
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## Completing Iteration 29 (approx. per word bound = -3.560, relative change = 1.452e-03)
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## Completing Iteration 30 (approx. per word bound = -3.554, relative change = 1.597e-03)
## Topic 1: somali, group, forc, ethiopian, troop
## Topic 2: ogaden, kill, soldier, ethiopia, rebel
## Topic 3: africa, freedom, ogadeni, peopl, rebel
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## Completing Iteration 31 (approx. per word bound = -3.548, relative change = 1.640e-03)
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## Completing Iteration 32 (approx. per word bound = -3.543, relative change = 1.511e-03)
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## Completing Iteration 33 (approx. per word bound = -3.538, relative change = 1.304e-03)
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## Completing Iteration 34 (approx. per word bound = -3.534, relative change = 1.125e-03)
## ..................................................................................................................
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## Completing Iteration 35 (approx. per word bound = -3.531, relative change = 9.898e-04)
## Topic 1: somali, group, forc, ethiopian, troop
## Topic 2: ogaden, rebel, kill, soldier, ethiopia
## Topic 3: africa, freedom, ogadeni, peopl, govern
## ..................................................................................................................
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## Completing Iteration 36 (approx. per word bound = -3.527, relative change = 8.876e-04)
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## Completing Iteration 40 (approx. per word bound = -3.518, relative change = 6.118e-04)
## Topic 1: somali, group, forc, troop, ethiopian
## Topic 2: rebel, ogaden, claim, kill, soldier
## Topic 3: africa, freedom, ogadeni, peopl, govern
## ..................................................................................................................
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## Completing Iteration 41 (approx. per word bound = -3.516, relative change = 5.814e-04)
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## Completing Iteration 45 (approx. per word bound = -3.507, relative change = 6.124e-04)
## Topic 1: somali, forc, group, troop, --
## Topic 2: rebel, ogaden, claim, kill, soldier
## Topic 3: africa, freedom, ogadeni, peopl, govern
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## Completing Iteration 46 (approx. per word bound = -3.505, relative change = 6.709e-04)
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## Completing Iteration 50 (approx. per word bound = -3.493, relative change = 1.013e-03)
## Topic 1: somali, forc, --, govern, ethiopian
## Topic 2: rebel, ogaden, claim, kill, soldier
## Topic 3: africa, freedom, ogadeni, peopl, somali
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## Completing Iteration 51 (approx. per word bound = -3.489, relative change = 1.062e-03)
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## Completing Iteration 55 (approx. per word bound = -3.474, relative change = 1.004e-03)
## Topic 1: somali, forc, govern, --, ethiopian
## Topic 2: rebel, ogaden, claim, kill, soldier
## Topic 3: africa, freedom, ogadeni, peopl, somali
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## Completing Iteration 56 (approx. per word bound = -3.471, relative change = 9.627e-04)
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## Completing Iteration 60 (approx. per word bound = -3.459, relative change = 8.434e-04)
## Topic 1: forc, ethiopian, --, govern, somali
## Topic 2: rebel, ogaden, claim, kill, soldier
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## Completing Iteration 61 (approx. per word bound = -3.456, relative change = 7.917e-04)
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## Completing Iteration 65 (approx. per word bound = -3.444, relative change = 9.731e-04)
## Topic 1: forc, ethiopian, --, ogaden, govern
## Topic 2: rebel, ogaden, claim, kill, ethiopia
## Topic 3: africa, freedom, ogadeni, peopl, somali
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## Completing Iteration 70 (approx. per word bound = -3.427, relative change = 7.752e-04)
## Topic 1: forc, ethiopian, africa, --, ogaden
## Topic 2: rebel, ogaden, claim, kill, govern
## Topic 3: freedom, ogadeni, peopl, africa, somali
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## Completing Iteration 75 (approx. per word bound = -3.417, relative change = 5.537e-04)
## Topic 1: africa, ethiopian, forc, --, ogaden
## Topic 2: rebel, ogaden, claim, kill, govern
## Topic 3: freedom, ogadeni, peopl, somali, africa
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## Completing Iteration 80 (approx. per word bound = -3.408, relative change = 4.541e-04)
## Topic 1: ethiopian, africa, forc, --, rebel
## Topic 2: rebel, ogaden, claim, kill, ethiopia
## Topic 3: freedom, ogadeni, peopl, somali, africa
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## Completing Iteration 81 (approx. per word bound = -3.407, relative change = 4.611e-04)
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## Completing Iteration 85 (approx. per word bound = -3.403, relative change = 1.723e-04)
## Topic 1: ethiopian, africa, forc, rebel, --
## Topic 2: rebel, ogaden, claim, kill, ethiopia
## Topic 3: freedom, ogadeni, peopl, somali, africa
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## Completing Iteration 86 (approx. per word bound = -3.402, relative change = 1.467e-04)
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## Completing Iteration 90 (approx. per word bound = -3.401, relative change = 8.308e-05)
## Topic 1: ethiopian, africa, forc, rebel, ogaden
## Topic 2: rebel, ogaden, claim, kill, ethiopia
## Topic 3: freedom, ogadeni, peopl, somali, africa
## ..................................................................................................................
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## Completing Iteration 91 (approx. per word bound = -3.401, relative change = 7.284e-05)
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## Completing Iteration 92 (approx. per word bound = -3.400, relative change = 6.967e-05)
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## Completing Iteration 93 (approx. per word bound = -3.400, relative change = 1.047e-04)
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## Completing Iteration 94 (approx. per word bound = -3.399, relative change = 1.457e-04)
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## Completing Iteration 95 (approx. per word bound = -3.399, relative change = 8.476e-05)
## Topic 1: ethiopian, africa, forc, rebel, ogaden
## Topic 2: rebel, ogaden, claim, kill, ethiopia
## Topic 3: freedom, ogadeni, peopl, somali, africa
## ..................................................................................................................
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## Completing Iteration 96 (approx. per word bound = -3.399, relative change = 4.921e-05)
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## Completing Iteration 99 (approx. per word bound = -3.399, relative change = 2.473e-05)
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## Completing Iteration 100 (approx. per word bound = -3.399, relative change = 2.259e-05)
## Topic 1: ethiopian, africa, forc, rebel, ogaden
## Topic 2: rebel, ogaden, claim, kill, ethiopia
## Topic 3: freedom, ogadeni, peopl, somali, africa
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## Completing Iteration 101 (approx. per word bound = -3.399, relative change = 2.130e-05)
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## Completing Iteration 105 (approx. per word bound = -3.398, relative change = 1.934e-05)
## Topic 1: ethiopian, africa, forc, rebel, ogaden
## Topic 2: rebel, ogaden, claim, kill, ethiopia
## Topic 3: freedom, ogadeni, peopl, somali, africa
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## Completing Iteration 106 (approx. per word bound = -3.398, relative change = 1.935e-05)
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## Completing Iteration 107 (approx. per word bound = -3.398, relative change = 1.975e-05)
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## Completing Iteration 108 (approx. per word bound = -3.398, relative change = 2.024e-05)
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## Completing Iteration 109 (approx. per word bound = -3.398, relative change = 2.088e-05)
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## Completing Iteration 110 (approx. per word bound = -3.398, relative change = 2.231e-05)
## Topic 1: ethiopian, africa, forc, rebel, ogaden
## Topic 2: rebel, ogaden, claim, kill, ethiopia
## Topic 3: freedom, ogadeni, peopl, somali, africa
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## Completing Iteration 111 (approx. per word bound = -3.398, relative change = 2.375e-05)
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## Completing Iteration 112 (approx. per word bound = -3.398, relative change = 2.571e-05)
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## Completing Iteration 114 (approx. per word bound = -3.398, relative change = 3.114e-05)
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## Completing Iteration 115 (approx. per word bound = -3.397, relative change = 3.471e-05)
## Topic 1: ethiopian, africa, forc, rebel, ogaden
## Topic 2: rebel, ogaden, claim, kill, ethiopia
## Topic 3: freedom, ogadeni, peopl, somali, africa
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## Completing Iteration 116 (approx. per word bound = -3.397, relative change = 3.838e-05)
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## Completing Iteration 117 (approx. per word bound = -3.397, relative change = 4.157e-05)
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## Completing Iteration 118 (approx. per word bound = -3.397, relative change = 4.339e-05)
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## Completing Iteration 119 (approx. per word bound = -3.397, relative change = 4.389e-05)
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## Completing Iteration 120 (approx. per word bound = -3.397, relative change = 4.096e-05)
## Topic 1: ethiopian, africa, rebel, forc, ogaden
## Topic 2: rebel, ogaden, claim, kill, ethiopia
## Topic 3: freedom, ogadeni, peopl, somali, africa
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## Completing Iteration 121 (approx. per word bound = -3.397, relative change = 3.634e-05)
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## Completing Iteration 122 (approx. per word bound = -3.397, relative change = 3.067e-05)
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## Completing Iteration 123 (approx. per word bound = -3.396, relative change = 2.502e-05)
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## Completing Iteration 124 (approx. per word bound = -3.396, relative change = 2.061e-05)
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## Completing Iteration 125 (approx. per word bound = -3.396, relative change = 1.759e-05)
## Topic 1: ethiopian, africa, rebel, forc, ogaden
## Topic 2: rebel, ogaden, claim, kill, ethiopia
## Topic 3: freedom, ogadeni, peopl, somali, africa
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## Completing Iteration 126 (approx. per word bound = -3.396, relative change = 1.595e-05)
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## Completing Iteration 127 (approx. per word bound = -3.396, relative change = 1.557e-05)
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## Completing Iteration 128 (approx. per word bound = -3.396, relative change = 1.646e-05)
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## Completing Iteration 129 (approx. per word bound = -3.396, relative change = 1.918e-05)
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## Completing Iteration 130 (approx. per word bound = -3.396, relative change = 2.394e-05)
## Topic 1: ethiopian, africa, rebel, forc, ogaden
## Topic 2: rebel, ogaden, claim, kill, ethiopia
## Topic 3: freedom, ogadeni, peopl, somali, africa
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## Completing Iteration 131 (approx. per word bound = -3.396, relative change = 3.231e-05)
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## Completing Iteration 135 (approx. per word bound = -3.394, relative change = 2.179e-04)
## Topic 1: ethiopian, africa, rebel, forc, ogaden
## Topic 2: rebel, ogaden, claim, kill, ethiopia
## Topic 3: freedom, ogadeni, peopl, somali, africa
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## Completing Iteration 136 (approx. per word bound = -3.393, relative change = 3.523e-04)
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## Completing Iteration 138 (approx. per word bound = -3.390, relative change = 4.043e-04)
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## Completing Iteration 139 (approx. per word bound = -3.389, relative change = 2.655e-04)
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## Completing Iteration 140 (approx. per word bound = -3.389, relative change = 1.651e-04)
## Topic 1: ethiopian, africa, rebel, forc, ogaden
## Topic 2: rebel, ogaden, claim, kill, ethiopia
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## Completing Iteration 141 (approx. per word bound = -3.388, relative change = 1.124e-04)
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## Completing Iteration 143 (approx. per word bound = -3.388, relative change = 6.938e-05)
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## Completing Iteration 144 (approx. per word bound = -3.388, relative change = 5.937e-05)
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## Completing Iteration 145 (approx. per word bound = -3.387, relative change = 5.187e-05)
## Topic 1: ethiopian, africa, rebel, forc, ogaden
## Topic 2: rebel, ogaden, claim, kill, ethiopia
## Topic 3: freedom, ogadeni, peopl, somali, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 146 (approx. per word bound = -3.387, relative change = 4.644e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 147 (approx. per word bound = -3.387, relative change = 4.191e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 148 (approx. per word bound = -3.387, relative change = 3.753e-05)
## ..................................................................................................................
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## Completing Iteration 149 (approx. per word bound = -3.387, relative change = 3.421e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 150 (approx. per word bound = -3.387, relative change = 3.124e-05)
## Topic 1: ethiopian, africa, rebel, forc, ogaden
## Topic 2: rebel, ogaden, claim, kill, ethiopia
## Topic 3: freedom, ogadeni, peopl, somali, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 151 (approx. per word bound = -3.387, relative change = 2.854e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 152 (approx. per word bound = -3.387, relative change = 2.619e-05)
## ..................................................................................................................
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## Completing Iteration 153 (approx. per word bound = -3.387, relative change = 2.423e-05)
## ..................................................................................................................
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## Completing Iteration 154 (approx. per word bound = -3.386, relative change = 2.221e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 155 (approx. per word bound = -3.386, relative change = 2.110e-05)
## Topic 1: ethiopian, africa, rebel, forc, ogaden
## Topic 2: rebel, ogaden, claim, kill, ethiopia
## Topic 3: freedom, ogadeni, peopl, somali, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 156 (approx. per word bound = -3.386, relative change = 1.937e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 157 (approx. per word bound = -3.386, relative change = 1.854e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 158 (approx. per word bound = -3.386, relative change = 1.582e-05)
## ..................................................................................................................
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## Completing Iteration 159 (approx. per word bound = -3.386, relative change = 1.640e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 160 (approx. per word bound = -3.386, relative change = 1.506e-05)
## Topic 1: ethiopian, africa, rebel, forc, ogaden
## Topic 2: rebel, ogaden, claim, kill, ethiopia
## Topic 3: freedom, ogadeni, peopl, somali, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 161 (approx. per word bound = -3.386, relative change = 1.485e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 162 (approx. per word bound = -3.386, relative change = 1.354e-05)
## ..................................................................................................................
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## Completing Iteration 163 (approx. per word bound = -3.386, relative change = 1.311e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 164 (approx. per word bound = -3.386, relative change = 1.251e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 165 (approx. per word bound = -3.386, relative change = 1.198e-05)
## Topic 1: ethiopian, africa, rebel, forc, ogaden
## Topic 2: rebel, ogaden, claim, kill, ethiopia
## Topic 3: freedom, ogadeni, peopl, somali, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 166 (approx. per word bound = -3.386, relative change = 1.166e-05)
## ..................................................................................................................
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## Completing Iteration 167 (approx. per word bound = -3.386, relative change = 1.095e-05)
## ..................................................................................................................
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## Completing Iteration 168 (approx. per word bound = -3.386, relative change = 1.074e-05)
## ..................................................................................................................
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## Completing Iteration 169 (approx. per word bound = -3.386, relative change = 1.027e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ....
## Recovering initialization...
## ..
## Initialization complete.
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -3.954)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 2 (approx. per word bound = -3.717, relative change = 6.011e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 3 (approx. per word bound = -3.644, relative change = 1.951e-02)
## ..................................................................................................................
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## Completing Iteration 4 (approx. per word bound = -3.615, relative change = 7.900e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -3.600, relative change = 4.182e-03)
## Topic 1: militari, communiqu, aggreg, crime, onlf
## Topic 2: africa, rebel, soldier, --, troop
## Topic 3: freedom, ogadeni, peopl, somali, ogaden
## Topic 4: battlefield, sever, inflict, dozen, loyalist
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 6 (approx. per word bound = -3.588, relative change = 3.338e-03)
## ..................................................................................................................
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## Completing Iteration 7 (approx. per word bound = -3.579, relative change = 2.523e-03)
## ..................................................................................................................
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## Completing Iteration 8 (approx. per word bound = -3.572, relative change = 2.069e-03)
## ..................................................................................................................
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## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -3.565, relative change = 2.009e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -3.558, relative change = 1.925e-03)
## Topic 1: militari, onlf, ethiopia, communiqu, polit
## Topic 2: africa, rebel, soldier, --, troop
## Topic 3: freedom, ogadeni, peopl, somali, ogaden
## Topic 4: success, battlefield, sever, inflict, dozen
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -3.553, relative change = 1.425e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -3.549, relative change = 1.036e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 13 (approx. per word bound = -3.545, relative change = 1.200e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -3.540, relative change = 1.250e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -3.537, relative change = 9.504e-04)
## Topic 1: onlf, militari, ethiopia, polit, victori
## Topic 2: africa, rebel, soldier, ethiopian, ogaden
## Topic 3: freedom, ogadeni, peopl, somali, claim
## Topic 4: success, battlefield, sever, inflict, dozen
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -3.534, relative change = 9.528e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -3.530, relative change = 1.074e-03)
## ..................................................................................................................
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## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -3.525, relative change = 1.325e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -3.519, relative change = 1.693e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -3.512, relative change = 1.955e-03)
## Topic 1: ethiopia, onlf, militari, polit, victori
## Topic 2: africa, rebel, ethiopian, ogaden, soldier
## Topic 3: freedom, ogadeni, peopl, somali, claim
## Topic 4: ogaden, forc, success, ethiopian, battlefield
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 21 (approx. per word bound = -3.505, relative change = 2.104e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 22 (approx. per word bound = -3.497, relative change = 2.199e-03)
## ..................................................................................................................
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## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -3.490, relative change = 2.151e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -3.483, relative change = 2.008e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -3.476, relative change = 1.913e-03)
## Topic 1: ethiopia, polit, onlf, militari, victori
## Topic 2: africa, rebel, soldier, ethiopian, ogaden
## Topic 3: freedom, ogadeni, peopl, somali, claim
## Topic 4: ogaden, ethiopian, forc, onlin, battl
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -3.470, relative change = 1.861e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -3.463, relative change = 1.994e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -3.456, relative change = 2.046e-03)
## ..................................................................................................................
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## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -3.449, relative change = 1.879e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -3.444, relative change = 1.593e-03)
## Topic 1: ethiopia, polit, onlf, militari, victori
## Topic 2: africa, rebel, soldier, kill, troop
## Topic 3: freedom, ogadeni, peopl, somali, claim
## Topic 4: ogaden, ethiopian, forc, --, claim
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -3.439, relative change = 1.378e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -3.434, relative change = 1.274e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 33 (approx. per word bound = -3.430, relative change = 1.253e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -3.426, relative change = 1.283e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -3.421, relative change = 1.316e-03)
## Topic 1: ethiopia, onlf, victori, militari, claim
## Topic 2: africa, rebel, kill, soldier, troop
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, ethiopian, claim, govern, forc
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -3.417, relative change = 1.319e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -3.412, relative change = 1.289e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -3.408, relative change = 1.268e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -3.404, relative change = 1.301e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -3.399, relative change = 1.321e-03)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: rebel, africa, kill, soldier, govern
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, ethiopian, claim, forc, govern
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 41 (approx. per word bound = -3.395, relative change = 1.301e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 42 (approx. per word bound = -3.391, relative change = 1.162e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 43 (approx. per word bound = -3.387, relative change = 1.136e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 44 (approx. per word bound = -3.383, relative change = 1.182e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.379, relative change = 1.183e-03)
## Topic 1: ethiopia, victori, rebel, claim, onlf
## Topic 2: rebel, africa, kill, soldier, govern
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, ethiopian, claim, forc, --
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 46 (approx. per word bound = -3.375, relative change = 1.164e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -3.371, relative change = 1.159e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -3.367, relative change = 1.126e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -3.363, relative change = 1.098e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.360, relative change = 1.088e-03)
## Topic 1: ethiopia, victori, rebel, onlf, militari
## Topic 2: rebel, africa, kill, soldier, govern
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, ethiopian, claim, forc, --
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 51 (approx. per word bound = -3.356, relative change = 1.077e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 52 (approx. per word bound = -3.353, relative change = 1.044e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 53 (approx. per word bound = -3.349, relative change = 9.794e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -3.346, relative change = 8.771e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -3.344, relative change = 7.389e-04)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: africa, rebel, kill, soldier, govern
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, ethiopian, rebel, claim, forc
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -3.342, relative change = 6.104e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -3.340, relative change = 4.999e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -3.339, relative change = 4.142e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -3.338, relative change = 3.537e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -3.337, relative change = 3.126e-04)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: africa, kill, rebel, soldier, govern
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, ethiopian, rebel, claim, ethiopia
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -3.336, relative change = 2.837e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -3.335, relative change = 2.673e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -3.334, relative change = 2.612e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -3.333, relative change = 2.612e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -3.332, relative change = 2.388e-04)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: africa, kill, rebel, soldier, govern
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, rebel, ethiopian, claim, ethiopia
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 66 (approx. per word bound = -3.332, relative change = 1.994e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 67 (approx. per word bound = -3.331, relative change = 1.819e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -3.330, relative change = 1.981e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -3.330, relative change = 1.301e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.329, relative change = 1.487e-04)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: africa, kill, rebel, soldier, govern
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, rebel, ethiopian, claim, ethiopia
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -3.329, relative change = 1.738e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 72 (approx. per word bound = -3.328, relative change = 1.926e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 73 (approx. per word bound = -3.328, relative change = 2.116e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -3.327, relative change = 2.338e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -3.326, relative change = 2.581e-04)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: africa, kill, soldier, rebel, govern
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, rebel, ethiopian, claim, ethiopia
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 76 (approx. per word bound = -3.325, relative change = 2.786e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -3.324, relative change = 2.891e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -3.323, relative change = 2.852e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -3.322, relative change = 2.681e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -3.321, relative change = 2.425e-04)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: kill, africa, soldier, rebel, govern
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, rebel, ethiopian, claim, ethiopia
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -3.321, relative change = 2.138e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 82 (approx. per word bound = -3.320, relative change = 1.869e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 83 (approx. per word bound = -3.319, relative change = 1.642e-04)
## ..................................................................................................................
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## Completing Iteration 84 (approx. per word bound = -3.319, relative change = 1.458e-04)
## ..................................................................................................................
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## Completing Iteration 85 (approx. per word bound = -3.319, relative change = 1.327e-04)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: kill, soldier, rebel, africa, govern
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, rebel, ethiopian, claim, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 86 (approx. per word bound = -3.318, relative change = 1.212e-04)
## ..................................................................................................................
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## Completing Iteration 87 (approx. per word bound = -3.318, relative change = 1.137e-04)
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## Completing Iteration 88 (approx. per word bound = -3.317, relative change = 1.093e-04)
## ..................................................................................................................
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## Completing Iteration 89 (approx. per word bound = -3.317, relative change = 1.070e-04)
## ..................................................................................................................
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## Completing Iteration 90 (approx. per word bound = -3.317, relative change = 1.070e-04)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: kill, soldier, rebel, govern, africa
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, rebel, ethiopian, africa, claim
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 91 (approx. per word bound = -3.316, relative change = 1.097e-04)
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## Completing Iteration 92 (approx. per word bound = -3.316, relative change = 1.147e-04)
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## Completing Iteration 93 (approx. per word bound = -3.316, relative change = 1.218e-04)
## ..................................................................................................................
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## Completing Iteration 94 (approx. per word bound = -3.315, relative change = 1.297e-04)
## ..................................................................................................................
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## Completing Iteration 95 (approx. per word bound = -3.315, relative change = 1.340e-04)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: kill, soldier, rebel, govern, africa
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, rebel, ethiopian, africa, claim
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 96 (approx. per word bound = -3.314, relative change = 1.327e-04)
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## Completing Iteration 97 (approx. per word bound = -3.314, relative change = 1.225e-04)
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## Completing Iteration 98 (approx. per word bound = -3.313, relative change = 1.062e-04)
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## Completing Iteration 99 (approx. per word bound = -3.313, relative change = 8.991e-05)
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## Completing Iteration 100 (approx. per word bound = -3.313, relative change = 7.582e-05)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: kill, soldier, rebel, govern, africa
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, rebel, ethiopian, africa, claim
## ..................................................................................................................
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## Completing Iteration 101 (approx. per word bound = -3.313, relative change = 6.544e-05)
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## Completing Iteration 102 (approx. per word bound = -3.313, relative change = 5.768e-05)
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## Completing Iteration 103 (approx. per word bound = -3.312, relative change = 5.179e-05)
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## Completing Iteration 104 (approx. per word bound = -3.312, relative change = 4.785e-05)
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## Completing Iteration 105 (approx. per word bound = -3.312, relative change = 4.388e-05)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: kill, soldier, rebel, govern, africa
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, rebel, ethiopian, africa, claim
## ..................................................................................................................
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## Completing Iteration 106 (approx. per word bound = -3.312, relative change = 4.153e-05)
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## Completing Iteration 107 (approx. per word bound = -3.312, relative change = 3.898e-05)
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## Completing Iteration 108 (approx. per word bound = -3.312, relative change = 3.725e-05)
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## Completing Iteration 109 (approx. per word bound = -3.312, relative change = 3.506e-05)
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## Completing Iteration 110 (approx. per word bound = -3.311, relative change = 3.361e-05)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: kill, soldier, rebel, govern, africa
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, rebel, ethiopian, africa, claim
## ..................................................................................................................
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## Completing Iteration 111 (approx. per word bound = -3.311, relative change = 3.248e-05)
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## Completing Iteration 112 (approx. per word bound = -3.311, relative change = 3.093e-05)
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## Completing Iteration 113 (approx. per word bound = -3.311, relative change = 2.967e-05)
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## Completing Iteration 114 (approx. per word bound = -3.311, relative change = 2.847e-05)
## ..................................................................................................................
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## Completing Iteration 115 (approx. per word bound = -3.311, relative change = 2.760e-05)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: kill, soldier, rebel, govern, africa
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, rebel, ethiopian, africa, claim
## ..................................................................................................................
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## Completing Iteration 116 (approx. per word bound = -3.311, relative change = 2.637e-05)
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## Completing Iteration 117 (approx. per word bound = -3.311, relative change = 2.597e-05)
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## Completing Iteration 118 (approx. per word bound = -3.311, relative change = 2.482e-05)
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## Completing Iteration 119 (approx. per word bound = -3.311, relative change = 2.379e-05)
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## Completing Iteration 120 (approx. per word bound = -3.311, relative change = 2.289e-05)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: kill, soldier, rebel, govern, africa
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, rebel, ethiopian, africa, claim
## ..................................................................................................................
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## Completing Iteration 121 (approx. per word bound = -3.310, relative change = 2.197e-05)
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## Completing Iteration 122 (approx. per word bound = -3.310, relative change = 2.149e-05)
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## Completing Iteration 123 (approx. per word bound = -3.310, relative change = 2.038e-05)
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## Completing Iteration 124 (approx. per word bound = -3.310, relative change = 1.991e-05)
## ..................................................................................................................
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## Completing Iteration 125 (approx. per word bound = -3.310, relative change = 2.026e-05)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: kill, soldier, rebel, govern, africa
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, rebel, ethiopian, africa, claim
## ..................................................................................................................
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## Completing Iteration 126 (approx. per word bound = -3.310, relative change = 1.834e-05)
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## Completing Iteration 127 (approx. per word bound = -3.310, relative change = 1.828e-05)
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## Completing Iteration 128 (approx. per word bound = -3.310, relative change = 1.733e-05)
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## Completing Iteration 129 (approx. per word bound = -3.310, relative change = 1.671e-05)
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## Completing Iteration 130 (approx. per word bound = -3.310, relative change = 1.705e-05)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: kill, soldier, rebel, govern, africa
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, rebel, ethiopian, africa, claim
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 131 (approx. per word bound = -3.310, relative change = 1.633e-05)
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## Completing Iteration 132 (approx. per word bound = -3.310, relative change = 1.580e-05)
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## Completing Iteration 133 (approx. per word bound = -3.310, relative change = 1.615e-05)
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## Completing Iteration 134 (approx. per word bound = -3.310, relative change = 1.508e-05)
## ..................................................................................................................
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## Completing Iteration 135 (approx. per word bound = -3.310, relative change = 1.582e-05)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: kill, soldier, rebel, govern, africa
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, rebel, ethiopian, africa, claim
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 136 (approx. per word bound = -3.310, relative change = 1.530e-05)
## ..................................................................................................................
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## Completing Iteration 137 (approx. per word bound = -3.310, relative change = 1.622e-05)
## ..................................................................................................................
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## Completing Iteration 138 (approx. per word bound = -3.309, relative change = 1.609e-05)
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## Completing Iteration 139 (approx. per word bound = -3.309, relative change = 1.636e-05)
## ..................................................................................................................
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## Completed M-Step.
## Completing Iteration 140 (approx. per word bound = -3.309, relative change = 1.602e-05)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: kill, soldier, rebel, govern, africa
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, rebel, ethiopian, africa, claim
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 141 (approx. per word bound = -3.309, relative change = 1.571e-05)
## ..................................................................................................................
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## Completing Iteration 142 (approx. per word bound = -3.309, relative change = 1.532e-05)
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## Completing Iteration 143 (approx. per word bound = -3.309, relative change = 1.564e-05)
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## Completing Iteration 144 (approx. per word bound = -3.309, relative change = 1.480e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 145 (approx. per word bound = -3.309, relative change = 1.432e-05)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: kill, soldier, rebel, govern, africa
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, rebel, ethiopian, africa, claim
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 146 (approx. per word bound = -3.309, relative change = 1.462e-05)
## ..................................................................................................................
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## Completing Iteration 147 (approx. per word bound = -3.309, relative change = 1.469e-05)
## ..................................................................................................................
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## Completing Iteration 148 (approx. per word bound = -3.309, relative change = 1.489e-05)
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## Completing Iteration 149 (approx. per word bound = -3.309, relative change = 1.583e-05)
## ..................................................................................................................
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## Completing Iteration 150 (approx. per word bound = -3.309, relative change = 1.340e-05)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: kill, soldier, rebel, govern, africa
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, rebel, ethiopian, africa, claim
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 151 (approx. per word bound = -3.309, relative change = 1.416e-05)
## ..................................................................................................................
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## Completing Iteration 152 (approx. per word bound = -3.309, relative change = 1.459e-05)
## ..................................................................................................................
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## Completing Iteration 153 (approx. per word bound = -3.309, relative change = 1.346e-05)
## ..................................................................................................................
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## Completing Iteration 154 (approx. per word bound = -3.309, relative change = 1.303e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 155 (approx. per word bound = -3.309, relative change = 1.346e-05)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: kill, soldier, rebel, govern, africa
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, rebel, ethiopian, africa, claim
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 156 (approx. per word bound = -3.309, relative change = 1.224e-05)
## ..................................................................................................................
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## Completing Iteration 157 (approx. per word bound = -3.309, relative change = 1.265e-05)
## ..................................................................................................................
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## Completing Iteration 158 (approx. per word bound = -3.309, relative change = 1.107e-05)
## ..................................................................................................................
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## Completing Iteration 159 (approx. per word bound = -3.308, relative change = 1.163e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 160 (approx. per word bound = -3.308, relative change = 1.092e-05)
## Topic 1: ethiopia, victori, onlf, militari, rebel
## Topic 2: kill, soldier, rebel, govern, africa
## Topic 3: freedom, ogadeni, peopl, somali, africa
## Topic 4: ogaden, rebel, ethiopian, africa, claim
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 161 (approx. per word bound = -3.308, relative change = 1.028e-05)
## ..................................................................................................................
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## Completing Iteration 162 (approx. per word bound = -3.308, relative change = 1.020e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## .....
## Recovering initialization...
## ..
## Initialization complete.
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -3.965)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 2 (approx. per word bound = -3.716, relative change = 6.300e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 3 (approx. per word bound = -3.641, relative change = 2.000e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 4 (approx. per word bound = -3.607, relative change = 9.408e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -3.584, relative change = 6.332e-03)
## Topic 1: sever, aggreg, dozen, crime, loyalist
## Topic 2: freedom, --, opposit, eritrean, eritrea
## Topic 3: africa, ogadeni, peopl, somali, rebel
## Topic 4: say, die, hundr, ethiopian, across
## Topic 5: onlf, militari, front, victori, communiqu
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 6 (approx. per word bound = -3.569, relative change = 4.337e-03)
## ..................................................................................................................
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## Completing Iteration 7 (approx. per word bound = -3.559, relative change = 2.677e-03)
## ..................................................................................................................
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## Completing Iteration 8 (approx. per word bound = -3.553, relative change = 1.838e-03)
## ..................................................................................................................
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## Completing Iteration 9 (approx. per word bound = -3.547, relative change = 1.676e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -3.540, relative change = 1.765e-03)
## Topic 1: sever, aggreg, dozen, ethiopia, crime
## Topic 2: freedom, --, opposit, eritrean, asmara
## Topic 3: africa, ogadeni, peopl, somali, rebel
## Topic 4: onlin, say, ethiopian, ogaden, die
## Topic 5: victori, onlf, militari, claim, front
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 11 (approx. per word bound = -3.535, relative change = 1.635e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 12 (approx. per word bound = -3.530, relative change = 1.394e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 13 (approx. per word bound = -3.526, relative change = 1.119e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 14 (approx. per word bound = -3.522, relative change = 1.051e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -3.518, relative change = 1.105e-03)
## Topic 1: ethiopia, sever, aggreg, ogaden, dozen
## Topic 2: freedom, --, opposit, eritrean, asmara
## Topic 3: africa, ogadeni, peopl, somali, rebel
## Topic 4: ogaden, ethiopian, onlin, say, battl
## Topic 5: victori, claim, ethiopia, onlf, militari
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 16 (approx. per word bound = -3.514, relative change = 1.106e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -3.510, relative change = 1.139e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -3.508, relative change = 7.476e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -3.505, relative change = 6.281e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -3.503, relative change = 6.423e-04)
## Topic 1: ethiopia, ogaden, sever, aggreg, dozen
## Topic 2: freedom, opposit, --, eritrean, asmara
## Topic 3: africa, ogadeni, peopl, somali, rebel
## Topic 4: ogaden, ethiopian, --, onlin, soldier
## Topic 5: claim, ethiopia, victori, rebel, militari
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 21 (approx. per word bound = -3.500, relative change = 1.011e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -3.497, relative change = 8.148e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 23 (approx. per word bound = -3.494, relative change = 6.249e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -3.492, relative change = 6.187e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -3.491, relative change = 5.067e-04)
## Topic 1: ogaden, ethiopia, sever, aggreg, dozen
## Topic 2: freedom, opposit, eritrean, asmara, text
## Topic 3: africa, ogadeni, peopl, somali, rebel
## Topic 4: ogaden, ethiopian, --, onlin, soldier
## Topic 5: rebel, claim, ethiopia, victori, militari
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 26 (approx. per word bound = -3.489, relative change = 5.549e-04)
## ..................................................................................................................
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## Completing Iteration 27 (approx. per word bound = -3.486, relative change = 8.609e-04)
## ..................................................................................................................
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## Completing Iteration 28 (approx. per word bound = -3.479, relative change = 1.751e-03)
## ..................................................................................................................
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## Completing Iteration 29 (approx. per word bound = -3.476, relative change = 1.055e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 30 (approx. per word bound = -3.473, relative change = 7.180e-04)
## Topic 1: ogaden, ethiopia, sever, aggreg, somali
## Topic 2: freedom, opposit, peopl, text, eritrean
## Topic 3: africa, ogadeni, peopl, somali, govern
## Topic 4: ogaden, ethiopian, --, soldier, onlin
## Topic 5: rebel, claim, ethiopia, victori, forc
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 31 (approx. per word bound = -3.471, relative change = 6.638e-04)
## ..................................................................................................................
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## Completing Iteration 32 (approx. per word bound = -3.469, relative change = 5.938e-04)
## ..................................................................................................................
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## Completing Iteration 33 (approx. per word bound = -3.467, relative change = 5.232e-04)
## ..................................................................................................................
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## Completing Iteration 34 (approx. per word bound = -3.465, relative change = 5.635e-04)
## ..................................................................................................................
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## Completing Iteration 35 (approx. per word bound = -3.463, relative change = 6.850e-04)
## Topic 1: ogaden, ethiopia, battl, sever, aggreg
## Topic 2: freedom, peopl, opposit, apr, ogadeni
## Topic 3: africa, ogadeni, peopl, somali, govern
## Topic 4: ogaden, ethiopian, kill, soldier, --
## Topic 5: rebel, claim, ethiopia, forc, victori
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 36 (approx. per word bound = -3.460, relative change = 7.320e-04)
## ..................................................................................................................
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## Completing Iteration 37 (approx. per word bound = -3.458, relative change = 5.493e-04)
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## Completing Iteration 38 (approx. per word bound = -3.457, relative change = 4.754e-04)
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## Completing Iteration 39 (approx. per word bound = -3.455, relative change = 5.444e-04)
## ..................................................................................................................
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## Completing Iteration 40 (approx. per word bound = -3.452, relative change = 6.989e-04)
## Topic 1: ogaden, ethiopia, battl, sever, aggreg
## Topic 2: freedom, peopl, ogadeni, opposit, apr
## Topic 3: africa, ogadeni, peopl, somali, govern
## Topic 4: ogaden, ethiopian, kill, soldier, --
## Topic 5: rebel, claim, ethiopia, forc, victori
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 41 (approx. per word bound = -3.449, relative change = 8.881e-04)
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## Completing Iteration 42 (approx. per word bound = -3.446, relative change = 1.041e-03)
## ..................................................................................................................
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## Completing Iteration 43 (approx. per word bound = -3.442, relative change = 1.163e-03)
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## Completing Iteration 44 (approx. per word bound = -3.438, relative change = 1.241e-03)
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## Completing Iteration 45 (approx. per word bound = -3.433, relative change = 1.244e-03)
## Topic 1: ogaden, ethiopia, battl, somali, aggreg
## Topic 2: freedom, peopl, ogadeni, opposit, apr
## Topic 3: africa, ogadeni, peopl, somali, govern
## Topic 4: ogaden, ethiopian, kill, soldier, --
## Topic 5: rebel, claim, ethiopia, forc, victori
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 46 (approx. per word bound = -3.429, relative change = 1.113e-03)
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## Completing Iteration 47 (approx. per word bound = -3.426, relative change = 9.705e-04)
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## Completing Iteration 48 (approx. per word bound = -3.423, relative change = 8.411e-04)
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## Completing Iteration 49 (approx. per word bound = -3.421, relative change = 7.436e-04)
## ..................................................................................................................
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## Completing Iteration 50 (approx. per word bound = -3.418, relative change = 7.754e-04)
## Topic 1: ogaden, ethiopia, battl, armi, recent
## Topic 2: freedom, peopl, ogadeni, opposit, apr
## Topic 3: africa, ogadeni, peopl, somali, freedom
## Topic 4: ogaden, ethiopian, kill, soldier, --
## Topic 5: rebel, claim, govern, ethiopia, forc
## ..................................................................................................................
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## Completing Iteration 51 (approx. per word bound = -3.415, relative change = 9.848e-04)
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## Completing Iteration 52 (approx. per word bound = -3.411, relative change = 9.491e-04)
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## Completing Iteration 53 (approx. per word bound = -3.409, relative change = 6.185e-04)
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## Completing Iteration 54 (approx. per word bound = -3.408, relative change = 3.902e-04)
## ..................................................................................................................
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## Completing Iteration 55 (approx. per word bound = -3.407, relative change = 2.679e-04)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, opposit, jun
## Topic 3: africa, ogadeni, peopl, somali, freedom
## Topic 4: ogaden, kill, ethiopian, soldier, --
## Topic 5: rebel, claim, govern, ethiopia, forc
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 56 (approx. per word bound = -3.406, relative change = 2.029e-04)
## ..................................................................................................................
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## Completing Iteration 57 (approx. per word bound = -3.406, relative change = 1.657e-04)
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## Completing Iteration 58 (approx. per word bound = -3.405, relative change = 1.449e-04)
## ..................................................................................................................
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## Completing Iteration 59 (approx. per word bound = -3.405, relative change = 1.296e-04)
## ..................................................................................................................
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## Completing Iteration 60 (approx. per word bound = -3.404, relative change = 1.190e-04)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, jun, apr
## Topic 3: africa, ogadeni, somali, peopl, freedom
## Topic 4: ogaden, kill, soldier, ethiopian, --
## Topic 5: rebel, claim, govern, ethiopia, forc
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 61 (approx. per word bound = -3.404, relative change = 1.100e-04)
## ..................................................................................................................
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## Completing Iteration 62 (approx. per word bound = -3.404, relative change = 1.024e-04)
## ..................................................................................................................
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## Completing Iteration 63 (approx. per word bound = -3.403, relative change = 9.603e-05)
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## Completing Iteration 64 (approx. per word bound = -3.403, relative change = 9.202e-05)
## ..................................................................................................................
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## Completing Iteration 65 (approx. per word bound = -3.403, relative change = 9.184e-05)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, jun, apr
## Topic 3: africa, ogadeni, somali, peopl, freedom
## Topic 4: ogaden, kill, soldier, ethiopian, --
## Topic 5: rebel, claim, govern, ethiopia, group
## ..................................................................................................................
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## Completing Iteration 66 (approx. per word bound = -3.402, relative change = 9.718e-05)
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## Completing Iteration 67 (approx. per word bound = -3.402, relative change = 1.090e-04)
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## Completing Iteration 68 (approx. per word bound = -3.402, relative change = 1.215e-04)
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## Completing Iteration 69 (approx. per word bound = -3.401, relative change = 1.271e-04)
## ..................................................................................................................
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## Completing Iteration 70 (approx. per word bound = -3.401, relative change = 1.150e-04)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, jun
## Topic 3: africa, ogadeni, somali, peopl, freedom
## Topic 4: ogaden, kill, soldier, ethiopian, --
## Topic 5: rebel, claim, govern, ethiopia, group
## ..................................................................................................................
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## Completing Iteration 71 (approx. per word bound = -3.401, relative change = 9.641e-05)
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## Completing Iteration 72 (approx. per word bound = -3.400, relative change = 8.386e-05)
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## Completing Iteration 73 (approx. per word bound = -3.400, relative change = 7.795e-05)
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## Completing Iteration 74 (approx. per word bound = -3.400, relative change = 7.591e-05)
## ..................................................................................................................
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## Completing Iteration 75 (approx. per word bound = -3.399, relative change = 7.266e-05)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: africa, ogadeni, somali, peopl, freedom
## Topic 4: ogaden, kill, soldier, ethiopian, --
## Topic 5: rebel, claim, govern, ethiopia, group
## ..................................................................................................................
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## Completing Iteration 76 (approx. per word bound = -3.399, relative change = 7.387e-05)
## ..................................................................................................................
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## Completing Iteration 77 (approx. per word bound = -3.399, relative change = 7.455e-05)
## ..................................................................................................................
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## Completing Iteration 78 (approx. per word bound = -3.399, relative change = 7.745e-05)
## ..................................................................................................................
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## Completing Iteration 79 (approx. per word bound = -3.398, relative change = 8.169e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 80 (approx. per word bound = -3.398, relative change = 8.928e-05)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: ogaden, kill, soldier, ethiopian, --
## Topic 5: rebel, claim, govern, ethiopia, group
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 81 (approx. per word bound = -3.398, relative change = 1.008e-04)
## ..................................................................................................................
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## Completing Iteration 82 (approx. per word bound = -3.397, relative change = 1.137e-04)
## ..................................................................................................................
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## Completing Iteration 83 (approx. per word bound = -3.397, relative change = 1.243e-04)
## ..................................................................................................................
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## Completing Iteration 84 (approx. per word bound = -3.396, relative change = 1.335e-04)
## ..................................................................................................................
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## Completing Iteration 85 (approx. per word bound = -3.396, relative change = 1.454e-04)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: ogaden, kill, ethiopian, soldier, --
## Topic 5: rebel, claim, govern, ethiopia, group
## ..................................................................................................................
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## Completing Iteration 86 (approx. per word bound = -3.395, relative change = 1.758e-04)
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## Completing Iteration 87 (approx. per word bound = -3.395, relative change = 2.295e-04)
## ..................................................................................................................
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## Completing Iteration 88 (approx. per word bound = -3.394, relative change = 2.843e-04)
## ..................................................................................................................
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## Completing Iteration 89 (approx. per word bound = -3.393, relative change = 3.238e-04)
## ..................................................................................................................
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## Completing Iteration 90 (approx. per word bound = -3.391, relative change = 3.594e-04)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: ogaden, kill, ethiopian, soldier, --
## Topic 5: rebel, claim, govern, ethiopia, group
## ..................................................................................................................
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## Completing Iteration 91 (approx. per word bound = -3.390, relative change = 3.918e-04)
## ..................................................................................................................
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## Completing Iteration 92 (approx. per word bound = -3.389, relative change = 4.161e-04)
## ..................................................................................................................
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## Completing Iteration 93 (approx. per word bound = -3.387, relative change = 4.141e-04)
## ..................................................................................................................
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## Completing Iteration 94 (approx. per word bound = -3.386, relative change = 3.806e-04)
## ..................................................................................................................
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## Completing Iteration 95 (approx. per word bound = -3.385, relative change = 3.316e-04)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: ogaden, kill, ethiopian, soldier, africa
## Topic 5: rebel, claim, govern, ethiopia, group
## ..................................................................................................................
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## Completing Iteration 96 (approx. per word bound = -3.384, relative change = 2.845e-04)
## ..................................................................................................................
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## Completing Iteration 97 (approx. per word bound = -3.383, relative change = 2.449e-04)
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## Completing Iteration 98 (approx. per word bound = -3.382, relative change = 2.060e-04)
## ..................................................................................................................
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## Completing Iteration 99 (approx. per word bound = -3.382, relative change = 1.694e-04)
## ..................................................................................................................
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## Completing Iteration 100 (approx. per word bound = -3.381, relative change = 1.480e-04)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: ogaden, kill, ethiopian, soldier, africa
## Topic 5: rebel, claim, govern, ethiopia, group
## ..................................................................................................................
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## Completing Iteration 101 (approx. per word bound = -3.381, relative change = 1.447e-04)
## ..................................................................................................................
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## Completing Iteration 102 (approx. per word bound = -3.380, relative change = 1.523e-04)
## ..................................................................................................................
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## Completing Iteration 103 (approx. per word bound = -3.380, relative change = 1.633e-04)
## ..................................................................................................................
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## Completing Iteration 104 (approx. per word bound = -3.379, relative change = 1.558e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 105 (approx. per word bound = -3.379, relative change = 1.353e-04)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: ogaden, kill, ethiopian, soldier, africa
## Topic 5: rebel, claim, govern, ethiopia, group
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 106 (approx. per word bound = -3.378, relative change = 1.112e-04)
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## Completing Iteration 107 (approx. per word bound = -3.378, relative change = 9.804e-05)
## ..................................................................................................................
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## Completing Iteration 108 (approx. per word bound = -3.378, relative change = 9.314e-05)
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## Completing Iteration 109 (approx. per word bound = -3.377, relative change = 9.628e-05)
## ..................................................................................................................
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## Completing Iteration 110 (approx. per word bound = -3.377, relative change = 1.064e-04)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: ogaden, kill, ethiopian, soldier, africa
## Topic 5: rebel, claim, govern, ethiopia, group
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 111 (approx. per word bound = -3.377, relative change = 1.153e-04)
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## Completing Iteration 112 (approx. per word bound = -3.376, relative change = 1.213e-04)
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## Completing Iteration 113 (approx. per word bound = -3.376, relative change = 1.111e-04)
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## Completing Iteration 114 (approx. per word bound = -3.375, relative change = 1.042e-04)
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## Completing Iteration 115 (approx. per word bound = -3.375, relative change = 1.101e-04)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: ogaden, kill, ethiopian, soldier, africa
## Topic 5: rebel, claim, govern, ethiopia, group
## ..................................................................................................................
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## Completing Iteration 116 (approx. per word bound = -3.375, relative change = 1.179e-04)
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## Completing Iteration 117 (approx. per word bound = -3.374, relative change = 1.229e-04)
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## Completing Iteration 118 (approx. per word bound = -3.374, relative change = 1.293e-04)
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## Completing Iteration 119 (approx. per word bound = -3.373, relative change = 1.407e-04)
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## Completing Iteration 120 (approx. per word bound = -3.373, relative change = 1.630e-04)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: ogaden, kill, ethiopian, soldier, africa
## Topic 5: rebel, claim, govern, ethiopia, group
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 121 (approx. per word bound = -3.372, relative change = 2.150e-04)
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## Completing Iteration 122 (approx. per word bound = -3.371, relative change = 3.003e-04)
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## Completing Iteration 123 (approx. per word bound = -3.370, relative change = 3.419e-04)
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## Completing Iteration 124 (approx. per word bound = -3.369, relative change = 3.278e-04)
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## Completing Iteration 125 (approx. per word bound = -3.368, relative change = 3.507e-04)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: ogaden, kill, ethiopian, soldier, africa
## Topic 5: rebel, claim, govern, ethiopia, group
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## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: africa, somali, ogadeni, peopl, freedom
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## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: africa, somali, ogadeni, peopl, freedom
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## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
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## Topic 1: ogaden, ethiopia, battl, recent, armi
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## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
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## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
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## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: somali, africa, ogadeni, peopl, freedom
## Topic 4: ogaden, kill, africa, ethiopian, soldier
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## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: somali, africa, ogadeni, peopl, freedom
## Topic 4: ogaden, kill, africa, ethiopian, soldier
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## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: somali, africa, ogadeni, peopl, freedom
## Topic 4: ogaden, kill, africa, soldier, ethiopian
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## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: somali, africa, ogadeni, peopl, freedom
## Topic 4: ogaden, africa, kill, soldier, ethiopian
## Topic 5: rebel, claim, govern, ethiopia, group
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## Completing Iteration 180 (approx. per word bound = -3.356, relative change = 2.120e-05)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: somali, africa, ogadeni, peopl, freedom
## Topic 4: ogaden, africa, kill, soldier, ethiopian
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## Completing Iteration 185 (approx. per word bound = -3.356, relative change = 2.002e-05)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: somali, africa, ogadeni, peopl, freedom
## Topic 4: ogaden, africa, kill, soldier, ethiopian
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## Completing Iteration 190 (approx. per word bound = -3.355, relative change = 2.004e-05)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: somali, africa, ogadeni, peopl, freedom
## Topic 4: ogaden, africa, kill, soldier, ethiopian
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## Completing Iteration 195 (approx. per word bound = -3.355, relative change = 2.126e-05)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: somali, africa, ogadeni, peopl, freedom
## Topic 4: ogaden, africa, kill, soldier, ethiopian
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## Completing Iteration 200 (approx. per word bound = -3.355, relative change = 1.850e-05)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: somali, africa, ogadeni, peopl, freedom
## Topic 4: ogaden, africa, kill, soldier, ethiopian
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## Completing Iteration 205 (approx. per word bound = -3.354, relative change = 1.727e-05)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: somali, africa, ogadeni, peopl, freedom
## Topic 4: ogaden, africa, kill, soldier, ethiopian
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## Completing Iteration 210 (approx. per word bound = -3.354, relative change = 1.763e-05)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: somali, africa, ogadeni, peopl, freedom
## Topic 4: ogaden, africa, kill, soldier, ethiopian
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## Completing Iteration 215 (approx. per word bound = -3.354, relative change = 2.001e-05)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: somali, africa, ogadeni, peopl, freedom
## Topic 4: africa, ogaden, kill, soldier, ethiopian
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## Completing Iteration 220 (approx. per word bound = -3.353, relative change = 5.650e-05)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: somali, africa, ogadeni, peopl, freedom
## Topic 4: africa, ogaden, kill, soldier, ethiopian
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## Completing Iteration 221 (approx. per word bound = -3.353, relative change = 7.093e-05)
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## Completing Iteration 225 (approx. per word bound = -3.352, relative change = 5.149e-05)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: somali, africa, ogadeni, peopl, freedom
## Topic 4: africa, ogaden, kill, soldier, ethiopian
## Topic 5: rebel, claim, govern, ethiopia, group
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 226 (approx. per word bound = -3.352, relative change = 5.447e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 227 (approx. per word bound = -3.352, relative change = 5.586e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 228 (approx. per word bound = -3.351, relative change = 5.422e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 229 (approx. per word bound = -3.351, relative change = 4.806e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 230 (approx. per word bound = -3.351, relative change = 4.126e-05)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: somali, africa, ogadeni, peopl, freedom
## Topic 4: africa, ogaden, kill, soldier, ethiopian
## Topic 5: rebel, claim, govern, ethiopia, group
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 231 (approx. per word bound = -3.351, relative change = 3.504e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 232 (approx. per word bound = -3.351, relative change = 3.083e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 233 (approx. per word bound = -3.351, relative change = 2.787e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 234 (approx. per word bound = -3.351, relative change = 2.839e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 235 (approx. per word bound = -3.351, relative change = 3.288e-05)
## Topic 1: ogaden, ethiopia, battl, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: somali, africa, ogadeni, peopl, freedom
## Topic 4: africa, kill, ogaden, soldier, ethiopian
## Topic 5: rebel, claim, govern, ethiopia, group
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 236 (approx. per word bound = -3.350, relative change = 4.477e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 237 (approx. per word bound = -3.350, relative change = 6.041e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 238 (approx. per word bound = -3.350, relative change = 5.934e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 239 (approx. per word bound = -3.350, relative change = 3.461e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 240 (approx. per word bound = -3.350, relative change = 1.219e-05)
## Topic 1: ogaden, battl, ethiopia, recent, armi
## Topic 2: freedom, peopl, ogadeni, apr, opposit
## Topic 3: somali, africa, ogadeni, peopl, freedom
## Topic 4: africa, kill, ogaden, soldier, ethiopian
## Topic 5: rebel, claim, govern, ethiopia, group
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ......
## Recovering initialization...
## ..
## Initialization complete.
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -3.978)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -3.769, relative change = 5.246e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -3.679, relative change = 2.389e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -3.617, relative change = 1.694e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -3.564, relative change = 1.465e-02)
## Topic 1: peopl, ogadeni, aggreg, soldier, kill
## Topic 2: africa, --, success, battlefield, eritrean
## Topic 3: freedom, somali, ogadeni, ethiopian, ogaden
## Topic 4: rebel, govern, claim, kill, ogaden
## Topic 5: ethiopia, rebel, claim, victori, ogaden
## Topic 6: peopl, group, ethiopia, ogaden, kill
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -3.528, relative change = 1.012e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -3.501, relative change = 7.518e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -3.482, relative change = 5.584e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -3.466, relative change = 4.362e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -3.453, relative change = 3.784e-03)
## Topic 1: peopl, ogadeni, aggreg, say, clash
## Topic 2: africa, --, success, battlefield, wound
## Topic 3: freedom, somali, ethiopian, ogadeni, forc
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: group, ogaden, ethiopia, kill, crime
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -3.441, relative change = 3.467e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -3.430, relative change = 3.212e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -3.420, relative change = 2.960e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -3.411, relative change = 2.696e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -3.404, relative change = 2.110e-03)
## Topic 1: peopl, ogadeni, say, aggreg, oromo
## Topic 2: africa, --, success, battlefield, aggreg
## Topic 3: freedom, somali, ethiopian, ogadeni, sep
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, group, ogaden, kill, crime
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -3.398, relative change = 1.643e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -3.393, relative change = 1.426e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -3.389, relative change = 1.359e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -3.384, relative change = 1.385e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -3.379, relative change = 1.567e-03)
## Topic 1: peopl, ogadeni, say, freedom, oromo
## Topic 2: africa, --, success, battlefield, aggreg
## Topic 3: freedom, somali, ogadeni, ethiopian, sep
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, group, kill, ogaden, soldier
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -3.374, relative change = 1.477e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -3.369, relative change = 1.223e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -3.366, relative change = 1.048e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -3.363, relative change = 9.279e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -3.360, relative change = 7.617e-04)
## Topic 1: peopl, ogadeni, freedom, say, oromo
## Topic 2: africa, --, success, battlefield, aggreg
## Topic 3: freedom, somali, ogadeni, sep, battl
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: ethiopia, victori, rebel, claim, onlf
## Topic 6: polit, group, kill, soldier, ogaden
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -3.358, relative change = 6.812e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -3.356, relative change = 7.076e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -3.353, relative change = 7.027e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -3.351, relative change = 5.549e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -3.350, relative change = 5.513e-04)
## Topic 1: peopl, ogadeni, freedom, say, oromo
## Topic 2: africa, --, success, battlefield, aggreg
## Topic 3: freedom, somali, ogadeni, sep, battl
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: ethiopia, victori, rebel, claim, onlf
## Topic 6: polit, group, kill, soldier, ogaden
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -3.348, relative change = 5.891e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -3.345, relative change = 6.524e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -3.343, relative change = 6.887e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -3.341, relative change = 6.656e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -3.339, relative change = 6.534e-04)
## Topic 1: peopl, ogadeni, freedom, oromo, give
## Topic 2: africa, --, success, battlefield, aggreg
## Topic 3: somali, freedom, ogadeni, sep, battl
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: ethiopia, victori, rebel, claim, onlf
## Topic 6: polit, kill, soldier, group, ogaden
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -3.336, relative change = 6.749e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -3.334, relative change = 6.539e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -3.332, relative change = 6.131e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -3.330, relative change = 5.728e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -3.329, relative change = 5.313e-04)
## Topic 1: peopl, ogadeni, freedom, oromo, give
## Topic 2: africa, --, success, battlefield, aggreg
## Topic 3: somali, freedom, ogadeni, africa, sep
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, kill, soldier, group, ogaden
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -3.327, relative change = 4.933e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -3.325, relative change = 4.599e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -3.324, relative change = 4.319e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -3.322, relative change = 4.227e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.321, relative change = 4.275e-04)
## Topic 1: peopl, ogadeni, freedom, oromo, give
## Topic 2: africa, --, success, battlefield, ethiopian
## Topic 3: somali, freedom, africa, ogadeni, sep
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, kill, soldier, group, ogaden
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -3.320, relative change = 4.391e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -3.318, relative change = 4.392e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -3.317, relative change = 4.625e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -3.315, relative change = 4.850e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.314, relative change = 4.056e-04)
## Topic 1: peopl, ogadeni, freedom, oromo, give
## Topic 2: africa, --, success, ethiopian, battlefield
## Topic 3: somali, africa, freedom, ogadeni, sep
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, kill, soldier, group, ogaden
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -3.313, relative change = 3.419e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -3.311, relative change = 3.167e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -3.310, relative change = 3.047e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -3.309, relative change = 3.004e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -3.308, relative change = 3.030e-04)
## Topic 1: peopl, ogadeni, freedom, oromo, give
## Topic 2: africa, --, ethiopian, success, battlefield
## Topic 3: somali, africa, freedom, ogadeni, sep
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, kill, soldier, group, ogaden
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -3.307, relative change = 3.148e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -3.306, relative change = 3.380e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -3.305, relative change = 3.784e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -3.304, relative change = 4.397e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -3.302, relative change = 5.087e-04)
## Topic 1: peopl, ogadeni, freedom, oromo, give
## Topic 2: africa, --, ethiopian, success, battlefield
## Topic 3: somali, africa, freedom, ogadeni, sep
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, kill, soldier, group, ogaden
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -3.300, relative change = 5.409e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -3.298, relative change = 5.014e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -3.297, relative change = 4.249e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -3.296, relative change = 3.603e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -3.295, relative change = 3.197e-04)
## Topic 1: peopl, freedom, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, success, battlefield
## Topic 3: somali, africa, ogadeni, freedom, sep
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, kill, soldier, group, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -3.294, relative change = 2.967e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -3.293, relative change = 2.866e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -3.292, relative change = 2.905e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -3.291, relative change = 3.068e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.290, relative change = 3.125e-04)
## Topic 1: peopl, freedom, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, success, battlefield
## Topic 3: somali, africa, ogadeni, freedom, sep
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, kill, soldier, group, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -3.289, relative change = 2.843e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -3.288, relative change = 2.546e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -3.287, relative change = 2.376e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -3.287, relative change = 2.263e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -3.286, relative change = 2.153e-04)
## Topic 1: peopl, freedom, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, success, battlefield
## Topic 3: somali, africa, ogadeni, freedom, sep
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, kill, soldier, group, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -3.285, relative change = 2.041e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -3.285, relative change = 1.931e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -3.284, relative change = 1.828e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -3.283, relative change = 1.737e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -3.283, relative change = 1.660e-04)
## Topic 1: peopl, freedom, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, success, battlefield
## Topic 3: somali, africa, ogadeni, freedom, peopl
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, kill, soldier, group, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -3.282, relative change = 1.598e-04)
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## Topic 1: peopl, freedom, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, success, battlefield
## Topic 3: somali, africa, ogadeni, freedom, peopl
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, kill, soldier, africa, group
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## Topic 1: freedom, peopl, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, success, forc
## Topic 3: somali, africa, ogadeni, freedom, peopl
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
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## Topic 1: freedom, peopl, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, success, forc
## Topic 3: somali, africa, ogadeni, freedom, peopl
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## Topic 1: freedom, peopl, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, success, forc
## Topic 3: somali, africa, ogadeni, peopl, freedom
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## Topic 1: freedom, peopl, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, success, forc
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## Topic 1: freedom, peopl, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, success, forc
## Topic 3: africa, somali, ogadeni, peopl, freedom
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## Topic 1: freedom, peopl, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, success, forc
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: rebel, ogaden, govern, claim, kill
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## Topic 1: freedom, peopl, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, ogaden, success
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
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## Topic 1: freedom, peopl, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, ogaden, success
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
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## Topic 1: freedom, peopl, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, ogaden, success
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
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## Completing Iteration 135 (approx. per word bound = -3.264, relative change = 4.471e-05)
## Topic 1: freedom, peopl, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, ogaden, success
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: ethiopia, victori, rebel, claim, onlf
## Topic 6: polit, africa, kill, group, soldier
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## Completing Iteration 136 (approx. per word bound = -3.264, relative change = 4.432e-05)
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## Completing Iteration 140 (approx. per word bound = -3.263, relative change = 4.594e-05)
## Topic 1: freedom, peopl, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, ogaden, success
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: ethiopia, victori, rebel, claim, onlf
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## Completing Iteration 141 (approx. per word bound = -3.263, relative change = 4.797e-05)
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## Completing Iteration 145 (approx. per word bound = -3.262, relative change = 7.215e-05)
## Topic 1: freedom, peopl, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, ogaden, success
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
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## Completing Iteration 146 (approx. per word bound = -3.262, relative change = 8.867e-05)
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## Completing Iteration 150 (approx. per word bound = -3.260, relative change = 1.048e-04)
## Topic 1: freedom, peopl, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, ogaden, success
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: rebel, ogaden, govern, claim, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
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## Completing Iteration 151 (approx. per word bound = -3.260, relative change = 7.930e-05)
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## Completing Iteration 155 (approx. per word bound = -3.260, relative change = 3.534e-05)
## Topic 1: freedom, peopl, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, ogaden, success
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: rebel, ogaden, claim, govern, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, africa, kill, group, soldier
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## Completing Iteration 156 (approx. per word bound = -3.259, relative change = 3.286e-05)
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## Completing Iteration 157 (approx. per word bound = -3.259, relative change = 3.192e-05)
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## Completing Iteration 160 (approx. per word bound = -3.259, relative change = 2.997e-05)
## Topic 1: freedom, peopl, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, ogaden, success
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: rebel, ogaden, claim, govern, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
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## Completing Iteration 161 (approx. per word bound = -3.259, relative change = 3.061e-05)
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## Completing Iteration 165 (approx. per word bound = -3.259, relative change = 3.463e-05)
## Topic 1: freedom, peopl, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, ogaden, success
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: rebel, ogaden, claim, govern, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
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## Completing Iteration 166 (approx. per word bound = -3.258, relative change = 3.581e-05)
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## Completing Iteration 170 (approx. per word bound = -3.258, relative change = 4.059e-05)
## Topic 1: freedom, peopl, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, ogaden, success
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: rebel, ogaden, claim, govern, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
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## Completing Iteration 171 (approx. per word bound = -3.258, relative change = 4.012e-05)
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## Completing Iteration 175 (approx. per word bound = -3.257, relative change = 3.414e-05)
## Topic 1: freedom, peopl, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, ogaden, success
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: rebel, ogaden, claim, govern, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
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## Completing Iteration 176 (approx. per word bound = -3.257, relative change = 3.329e-05)
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## Topic 1: freedom, peopl, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, ogaden, success
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: rebel, ogaden, claim, govern, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
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## Topic 1: freedom, peopl, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, rebel, ogaden
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## Topic 1: freedom, peopl, ogadeni, oromo, give
## Topic 2: africa, --, ethiopian, rebel, ogaden
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## Topic 1: freedom, peopl, ogadeni, oromo, give
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## Topic 1: freedom, peopl, ogadeni, oromo, give
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## Topic 1: freedom, peopl, ogadeni, oromo, give
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## Topic 1: freedom, peopl, ogadeni, oromo, aggreg
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## Topic 1: freedom, peopl, ogadeni, oromo, aggreg
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## Topic 1: freedom, peopl, ogadeni, oromo, aggreg
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## Topic 1: freedom, peopl, ogadeni, oromo, aggreg
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## Topic 1: freedom, peopl, ogadeni, oromo, aggreg
## Topic 2: africa, --, ethiopian, rebel, ogaden
## Topic 3: africa, somali, ogadeni, peopl, freedom
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## Topic 5: victori, ethiopia, rebel, claim, onlf
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## Topic 1: freedom, peopl, ogadeni, oromo, aggreg
## Topic 2: africa, --, ethiopian, rebel, ogaden
## Topic 3: africa, somali, ogadeni, peopl, freedom
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## Topic 5: victori, ethiopia, rebel, claim, onlf
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## Topic 1: freedom, peopl, ogadeni, oromo, aggreg
## Topic 2: africa, --, ethiopian, rebel, ogaden
## Topic 3: africa, somali, ogadeni, peopl, freedom
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## Topic 1: freedom, peopl, ogadeni, oromo, aggreg
## Topic 2: africa, --, ethiopian, rebel, ogaden
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## Topic 1: freedom, peopl, ogadeni, oromo, aggreg
## Topic 2: africa, --, ethiopian, rebel, ogaden
## Topic 3: africa, somali, ogadeni, peopl, freedom
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## Topic 1: freedom, peopl, ogadeni, oromo, aggreg
## Topic 2: africa, --, ethiopian, rebel, ogaden
## Topic 3: africa, somali, ogadeni, peopl, freedom
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## Topic 1: freedom, peopl, ogadeni, oromo, aggreg
## Topic 2: africa, --, ethiopian, rebel, ogaden
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## Topic 1: freedom, peopl, ogadeni, oromo, aggreg
## Topic 2: africa, --, ethiopian, rebel, ogaden
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## Topic 1: freedom, peopl, ogadeni, oromo, aggreg
## Topic 2: africa, --, ethiopian, rebel, ogaden
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## Completing Iteration 275 (approx. per word bound = -3.249, relative change = 1.230e-05)
## Topic 1: freedom, peopl, ogadeni, oromo, aggreg
## Topic 2: africa, --, ethiopian, rebel, ogaden
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: rebel, ogaden, claim, govern, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, africa, kill, group, soldier
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 276 (approx. per word bound = -3.248, relative change = 1.226e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 277 (approx. per word bound = -3.248, relative change = 1.174e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 278 (approx. per word bound = -3.248, relative change = 1.131e-05)
## ..................................................................................................................
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## Completing Iteration 279 (approx. per word bound = -3.248, relative change = 1.166e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 280 (approx. per word bound = -3.248, relative change = 1.157e-05)
## Topic 1: freedom, peopl, ogadeni, oromo, aggreg
## Topic 2: africa, --, ethiopian, rebel, ogaden
## Topic 3: africa, somali, ogadeni, peopl, freedom
## Topic 4: rebel, ogaden, claim, govern, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, africa, kill, group, soldier
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 281 (approx. per word bound = -3.248, relative change = 1.189e-05)
## ..................................................................................................................
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## Completing Iteration 282 (approx. per word bound = -3.248, relative change = 1.097e-05)
## ..................................................................................................................
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## Completing Iteration 283 (approx. per word bound = -3.248, relative change = 1.231e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 284 (approx. per word bound = -3.248, relative change = 1.218e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 285 (approx. per word bound = -3.248, relative change = 1.248e-05)
## Topic 1: freedom, peopl, ogadeni, oromo, aggreg
## Topic 2: africa, --, ethiopian, rebel, ogaden
## Topic 3: africa, somali, ogadeni, peopl, jun
## Topic 4: rebel, ogaden, claim, govern, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, africa, kill, group, soldier
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 286 (approx. per word bound = -3.248, relative change = 1.282e-05)
## ..................................................................................................................
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## Completing Iteration 287 (approx. per word bound = -3.248, relative change = 1.407e-05)
## ..................................................................................................................
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## Completing Iteration 288 (approx. per word bound = -3.248, relative change = 1.535e-05)
## ..................................................................................................................
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## Completing Iteration 289 (approx. per word bound = -3.248, relative change = 1.626e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 290 (approx. per word bound = -3.248, relative change = 1.779e-05)
## Topic 1: freedom, peopl, ogadeni, oromo, aggreg
## Topic 2: africa, --, ethiopian, rebel, ogaden
## Topic 3: africa, somali, ogadeni, peopl, jun
## Topic 4: rebel, ogaden, claim, govern, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, africa, kill, group, soldier
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 291 (approx. per word bound = -3.248, relative change = 1.808e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 292 (approx. per word bound = -3.248, relative change = 1.736e-05)
## ..................................................................................................................
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## Completing Iteration 293 (approx. per word bound = -3.248, relative change = 1.590e-05)
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## Completing Iteration 294 (approx. per word bound = -3.248, relative change = 1.554e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 295 (approx. per word bound = -3.248, relative change = 1.564e-05)
## Topic 1: freedom, peopl, ogadeni, aggreg, oromo
## Topic 2: africa, --, ethiopian, rebel, ogaden
## Topic 3: africa, somali, ogadeni, peopl, jun
## Topic 4: rebel, ogaden, claim, govern, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, africa, kill, group, soldier
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 296 (approx. per word bound = -3.248, relative change = 1.772e-05)
## ..................................................................................................................
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## Completing Iteration 297 (approx. per word bound = -3.247, relative change = 2.087e-05)
## ..................................................................................................................
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## Completing Iteration 298 (approx. per word bound = -3.247, relative change = 2.549e-05)
## ..................................................................................................................
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## Completing Iteration 299 (approx. per word bound = -3.247, relative change = 3.223e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 300 (approx. per word bound = -3.247, relative change = 4.099e-05)
## Topic 1: freedom, peopl, ogadeni, aggreg, oromo
## Topic 2: africa, --, ethiopian, rebel, ogaden
## Topic 3: africa, somali, ogadeni, peopl, jun
## Topic 4: rebel, ogaden, claim, govern, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, africa, kill, group, soldier
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 301 (approx. per word bound = -3.247, relative change = 4.696e-05)
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## Completing Iteration 302 (approx. per word bound = -3.247, relative change = 4.509e-05)
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## Completing Iteration 303 (approx. per word bound = -3.247, relative change = 4.318e-05)
## ..................................................................................................................
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## Completing Iteration 304 (approx. per word bound = -3.247, relative change = 4.823e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 305 (approx. per word bound = -3.246, relative change = 6.173e-05)
## Topic 1: freedom, peopl, ogadeni, aggreg, oromo
## Topic 2: africa, --, ethiopian, rebel, ogaden
## Topic 3: africa, somali, ogadeni, peopl, jun
## Topic 4: rebel, ogaden, claim, govern, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, africa, kill, group, soldier
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 306 (approx. per word bound = -3.246, relative change = 6.670e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 307 (approx. per word bound = -3.246, relative change = 6.142e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 308 (approx. per word bound = -3.246, relative change = 4.411e-05)
## ..................................................................................................................
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## Completing Iteration 309 (approx. per word bound = -3.246, relative change = 3.152e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 310 (approx. per word bound = -3.246, relative change = 2.658e-05)
## Topic 1: freedom, peopl, ogadeni, aggreg, give
## Topic 2: africa, --, ethiopian, rebel, ogaden
## Topic 3: africa, somali, ogadeni, peopl, jun
## Topic 4: rebel, ogaden, claim, govern, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, africa, kill, group, soldier
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 311 (approx. per word bound = -3.246, relative change = 2.623e-05)
## ..................................................................................................................
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## Completing Iteration 312 (approx. per word bound = -3.245, relative change = 2.585e-05)
## ..................................................................................................................
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## Completing Iteration 313 (approx. per word bound = -3.245, relative change = 2.494e-05)
## ..................................................................................................................
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## Completing Iteration 314 (approx. per word bound = -3.245, relative change = 2.554e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 315 (approx. per word bound = -3.245, relative change = 2.454e-05)
## Topic 1: freedom, peopl, ogadeni, aggreg, give
## Topic 2: africa, --, ethiopian, rebel, ogaden
## Topic 3: africa, somali, ogadeni, peopl, jun
## Topic 4: rebel, ogaden, claim, govern, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, africa, kill, group, soldier
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 316 (approx. per word bound = -3.245, relative change = 2.326e-05)
## ..................................................................................................................
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## Completing Iteration 317 (approx. per word bound = -3.245, relative change = 2.360e-05)
## ..................................................................................................................
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## Completing Iteration 318 (approx. per word bound = -3.245, relative change = 2.225e-05)
## ..................................................................................................................
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## Completed M-Step.
## Completing Iteration 319 (approx. per word bound = -3.245, relative change = 2.221e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 320 (approx. per word bound = -3.245, relative change = 2.049e-05)
## Topic 1: freedom, peopl, ogadeni, aggreg, give
## Topic 2: africa, --, ethiopian, rebel, ogaden
## Topic 3: africa, somali, ogadeni, peopl, jun
## Topic 4: rebel, ogaden, claim, govern, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, africa, kill, group, soldier
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 321 (approx. per word bound = -3.245, relative change = 2.065e-05)
## ..................................................................................................................
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## Completing Iteration 322 (approx. per word bound = -3.245, relative change = 1.933e-05)
## ..................................................................................................................
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## Completing Iteration 323 (approx. per word bound = -3.245, relative change = 1.936e-05)
## ..................................................................................................................
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## Completed M-Step.
## Completing Iteration 324 (approx. per word bound = -3.245, relative change = 1.867e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 325 (approx. per word bound = -3.245, relative change = 1.798e-05)
## Topic 1: freedom, peopl, ogadeni, aggreg, give
## Topic 2: africa, --, ethiopian, rebel, ogaden
## Topic 3: africa, somali, ogadeni, peopl, jun
## Topic 4: rebel, ogaden, claim, govern, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, africa, kill, group, soldier
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 326 (approx. per word bound = -3.244, relative change = 1.685e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 327 (approx. per word bound = -3.244, relative change = 1.648e-05)
## ..................................................................................................................
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## Completing Iteration 328 (approx. per word bound = -3.244, relative change = 1.601e-05)
## ..................................................................................................................
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## Completed M-Step.
## Completing Iteration 329 (approx. per word bound = -3.244, relative change = 1.403e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 330 (approx. per word bound = -3.244, relative change = 1.467e-05)
## Topic 1: freedom, peopl, ogadeni, aggreg, give
## Topic 2: africa, --, ethiopian, rebel, ogaden
## Topic 3: africa, somali, ogadeni, peopl, jun
## Topic 4: rebel, ogaden, claim, govern, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, africa, kill, group, soldier
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 331 (approx. per word bound = -3.244, relative change = 1.381e-05)
## ..................................................................................................................
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## Completing Iteration 332 (approx. per word bound = -3.244, relative change = 1.202e-05)
## ..................................................................................................................
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## Completing Iteration 333 (approx. per word bound = -3.244, relative change = 1.251e-05)
## ..................................................................................................................
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## Completing Iteration 334 (approx. per word bound = -3.244, relative change = 1.162e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 335 (approx. per word bound = -3.244, relative change = 1.087e-05)
## Topic 1: freedom, peopl, ogadeni, aggreg, give
## Topic 2: africa, --, ethiopian, rebel, ogaden
## Topic 3: africa, somali, ogadeni, peopl, jun
## Topic 4: rebel, ogaden, claim, govern, kill
## Topic 5: victori, ethiopia, rebel, claim, onlf
## Topic 6: polit, africa, kill, group, soldier
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## .......
## Recovering initialization...
## ..
## Initialization complete.
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.263)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 2 (approx. per word bound = -3.850, relative change = 9.680e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -3.714, relative change = 3.538e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 4 (approx. per word bound = -3.648, relative change = 1.776e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -3.606, relative change = 1.162e-02)
## Topic 1: ethiopia, group, battl, opposit, liber
## Topic 2: freedom, govern, rebel, sep, success
## Topic 3: ogaden, ethiopian, kill, forc, --
## Topic 4: africa, claim, ethiopia, battlefield, group
## Topic 5: troop, militari, communiqu, onlf, aggreg
## Topic 6: peopl, rebel, somali, inflict, militarycommuniqu
## Topic 7: ogadeni, somali, soldier, victori, kill
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 6 (approx. per word bound = -3.571, relative change = 9.743e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -3.545, relative change = 7.075e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -3.530, relative change = 4.266e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -3.520, relative change = 2.785e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -3.513, relative change = 2.172e-03)
## Topic 1: ethiopia, group, battl, front, opposit
## Topic 2: freedom, govern, rebel, sep, success
## Topic 3: ogaden, ethiopian, kill, forc, --
## Topic 4: africa, claim, ethiopia, battlefield, group
## Topic 5: troop, onlf, militari, communiqu, aggreg
## Topic 6: peopl, rebel, somali, coloni, oromo
## Topic 7: ogadeni, somali, soldier, victori, kill
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -3.506, relative change = 1.945e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -3.500, relative change = 1.812e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -3.493, relative change = 1.869e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -3.486, relative change = 2.072e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -3.479, relative change = 2.047e-03)
## Topic 1: ethiopia, group, battl, front, opposit
## Topic 2: freedom, govern, rebel, sep, success
## Topic 3: ogaden, ethiopian, kill, forc, --
## Topic 4: africa, claim, ethiopia, battlefield, middl
## Topic 5: troop, onlf, militari, ethiopia, communiqu
## Topic 6: peopl, somali, rebel, loyalist, coloni
## Topic 7: ogadeni, somali, soldier, victori, jun
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -3.472, relative change = 1.903e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -3.465, relative change = 1.873e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -3.459, relative change = 1.957e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -3.452, relative change = 2.026e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -3.445, relative change = 1.966e-03)
## Topic 1: ethiopia, group, battl, front, victori
## Topic 2: freedom, govern, rebel, sep, success
## Topic 3: ogaden, ethiopian, rebel, kill, forc
## Topic 4: africa, claim, battlefield, ethiopia, middl
## Topic 5: troop, onlf, militari, ethiopia, victori
## Topic 6: peopl, somali, rebel, loyalist, coloni
## Topic 7: ogadeni, somali, jun, soldier, freedom
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 21 (approx. per word bound = -3.439, relative change = 1.770e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -3.434, relative change = 1.522e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -3.429, relative change = 1.296e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -3.425, relative change = 1.123e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -3.422, relative change = 1.006e-03)
## Topic 1: ethiopia, group, battl, victori, soldier
## Topic 2: freedom, govern, sep, rebel, ethiomedia
## Topic 3: ogaden, rebel, ethiopian, kill, forc
## Topic 4: africa, claim, battlefield, ethiopia, middl
## Topic 5: troop, onlf, militari, ethiopia, victori
## Topic 6: peopl, somali, rebel, loyalist, coloni
## Topic 7: ogadeni, somali, freedom, jun, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -3.419, relative change = 9.300e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -3.416, relative change = 8.887e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -3.413, relative change = 8.810e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -3.410, relative change = 8.965e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -3.406, relative change = 9.102e-04)
## Topic 1: ethiopia, group, battl, victori, soldier
## Topic 2: freedom, govern, sep, rebel, ethiomedia
## Topic 3: rebel, ogaden, ethiopian, kill, forc
## Topic 4: africa, claim, battlefield, ethiopia, middl
## Topic 5: troop, onlf, ethiopia, militari, victori
## Topic 6: peopl, somali, loyalist, coloni, rebel
## Topic 7: ogadeni, somali, freedom, jun, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -3.403, relative change = 8.972e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -3.400, relative change = 8.456e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -3.398, relative change = 7.638e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -3.396, relative change = 6.783e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -3.394, relative change = 6.073e-04)
## Topic 1: ethiopia, group, battl, victori, soldier
## Topic 2: freedom, govern, sep, rebel, ethiomedia
## Topic 3: rebel, ogaden, ethiopian, kill, soldier
## Topic 4: africa, claim, ethiopia, battlefield, middl
## Topic 5: troop, ethiopia, onlf, militari, victori
## Topic 6: peopl, somali, loyalist, coloni, rebel
## Topic 7: ogadeni, somali, freedom, jun, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -3.392, relative change = 5.534e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -3.390, relative change = 5.431e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -3.388, relative change = 4.871e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -3.387, relative change = 4.323e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -3.385, relative change = 3.827e-04)
## Topic 1: group, ethiopia, battl, soldier, victori
## Topic 2: freedom, sep, govern, rebel, somali
## Topic 3: rebel, ogaden, ethiopian, kill, govern
## Topic 4: africa, claim, arab, middl, politica
## Topic 5: ethiopia, troop, onlf, militari, claim
## Topic 6: peopl, somali, loyalist, coloni, kismaayo
## Topic 7: ogadeni, somali, freedom, jun, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -3.384, relative change = 3.524e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -3.383, relative change = 3.360e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -3.382, relative change = 3.251e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -3.381, relative change = 3.164e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.380, relative change = 3.094e-04)
## Topic 1: group, ethiopia, battl, soldier, kill
## Topic 2: freedom, sep, govern, rebel, somali
## Topic 3: rebel, ogaden, ethiopian, govern, kill
## Topic 4: africa, claim, arab, middl, politica
## Topic 5: ethiopia, troop, onlf, militari, victori
## Topic 6: peopl, somali, loyalist, coloni, kismaayo
## Topic 7: ogadeni, somali, freedom, jun, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -3.379, relative change = 3.060e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -3.378, relative change = 3.024e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -3.377, relative change = 2.861e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -3.376, relative change = 2.603e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.375, relative change = 2.420e-04)
## Topic 1: group, ethiopia, kill, claim, battl
## Topic 2: freedom, sep, govern, somali, rebel
## Topic 3: rebel, ogaden, govern, ethiopian, kill
## Topic 4: africa, claim, bulletin, arab, middl
## Topic 5: ethiopia, troop, onlf, victori, militari
## Topic 6: peopl, somali, loyalist, coloni, kismaayo
## Topic 7: ogadeni, somali, freedom, jun, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -3.374, relative change = 2.303e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -3.374, relative change = 2.238e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -3.373, relative change = 2.181e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -3.372, relative change = 2.128e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -3.371, relative change = 2.079e-04)
## Topic 1: group, kill, ethiopia, soldier, claim
## Topic 2: freedom, sep, govern, somali, ethiomedia
## Topic 3: rebel, ogaden, govern, ethiopian, forc
## Topic 4: africa, claim, bulletin, polit, loyalist
## Topic 5: ethiopia, victori, troop, onlf, militari
## Topic 6: peopl, somali, loyalist, coloni, kismaayo
## Topic 7: ogadeni, somali, freedom, jun, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -3.371, relative change = 2.046e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -3.370, relative change = 2.032e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -3.369, relative change = 2.056e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -3.369, relative change = 2.123e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -3.368, relative change = 2.274e-04)
## Topic 1: kill, group, soldier, ethiopia, claim
## Topic 2: freedom, sep, somali, govern, ethiomedia
## Topic 3: rebel, ogaden, govern, ethiopian, claim
## Topic 4: africa, claim, polit, loyalist, bulletin
## Topic 5: ethiopia, victori, troop, onlf, militari
## Topic 6: peopl, somali, loyalist, coloni, kismaayo
## Topic 7: ogadeni, somali, freedom, jun, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -3.367, relative change = 2.483e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -3.366, relative change = 2.780e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -3.365, relative change = 3.113e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -3.364, relative change = 3.430e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -3.363, relative change = 3.693e-04)
## Topic 1: kill, group, soldier, battl, ethiopia
## Topic 2: freedom, sep, somali, govern, opposit
## Topic 3: rebel, ogaden, govern, ethiopian, claim
## Topic 4: africa, polit, claim, loyalist, bulletin
## Topic 5: ethiopia, victori, troop, onlf, militari
## Topic 6: peopl, somali, coloni, loyalist, kismaayo
## Topic 7: ogadeni, somali, freedom, jun, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -3.361, relative change = 3.860e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -3.360, relative change = 3.842e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -3.359, relative change = 3.705e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -3.358, relative change = 3.605e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.356, relative change = 3.536e-04)
## Topic 1: kill, soldier, group, battl, claim
## Topic 2: freedom, sep, somali, opposit, govern
## Topic 3: rebel, ogaden, govern, ethiopian, claim
## Topic 4: africa, polit, claim, bulletin, loyalist
## Topic 5: ethiopia, victori, troop, onlf, militari
## Topic 6: peopl, somali, coloni, kismaayo, loyalist
## Topic 7: ogadeni, somali, freedom, jun, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -3.355, relative change = 3.461e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -3.354, relative change = 3.432e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -3.353, relative change = 3.508e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -3.352, relative change = 3.713e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -3.350, relative change = 4.079e-04)
## Topic 1: kill, soldier, group, battl, rebel
## Topic 2: freedom, sep, somali, opposit, ethiomedia
## Topic 3: rebel, ogaden, ethiopian, claim, govern
## Topic 4: africa, polit, bulletin, claim, arab
## Topic 5: ethiopia, victori, troop, onlf, militari
## Topic 6: peopl, somali, coloni, kismaayo, freedom
## Topic 7: ogadeni, somali, freedom, jun, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -3.349, relative change = 4.681e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -3.347, relative change = 5.383e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -3.345, relative change = 5.678e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -3.343, relative change = 5.038e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -3.342, relative change = 3.775e-04)
## Topic 1: kill, soldier, group, govern, rebel
## Topic 2: freedom, sep, somali, opposit, ethiomedia
## Topic 3: rebel, ogaden, ethiopian, claim, govern
## Topic 4: africa, polit, bulletin, arab, middl
## Topic 5: ethiopia, victori, troop, onlf, militari
## Topic 6: peopl, somali, coloni, kismaayo, freedom
## Topic 7: ogadeni, somali, freedom, jun, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -3.341, relative change = 3.155e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 82 (approx. per word bound = -3.340, relative change = 2.879e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ........
## Recovering initialization...
## ..
## Initialization complete.
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.355)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -3.876, relative change = 1.100e-01)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -3.742, relative change = 3.449e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -3.676, relative change = 1.777e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -3.635, relative change = 1.096e-02)
## Topic 1: claim, kill, liber, nation, attack
## Topic 2: rebel, ogaden, soldier, battlefield, inflict
## Topic 3: peopl, govern, ethiopian, ogadeni, victori
## Topic 4: --, kill, attack, militari, govt
## Topic 5: group, forc, success, onlin, ethiopia
## Topic 6: ethiopia, front, say, dozen, onlin
## Topic 7: somali, kill, sep, battl, jun
## Topic 8: africa, freedom, ogadeni, troop, onlf
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -3.607, relative change = 7.740e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -3.583, relative change = 6.722e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -3.561, relative change = 5.979e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -3.546, relative change = 4.218e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -3.535, relative change = 3.244e-03)
## Topic 1: claim, kill, liber, nation, cite
## Topic 2: rebel, ogaden, soldier, battlefield, inflict
## Topic 3: peopl, govern, ethiopian, victori, ogadeni
## Topic 4: --, attack, militari, onlf, kill
## Topic 5: group, forc, onlin, success, die
## Topic 6: ethiopia, front, say, dozen, ogaden
## Topic 7: somali, sep, jun, battl, apr
## Topic 8: africa, freedom, ogadeni, troop, recent
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -3.526, relative change = 2.500e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -3.518, relative change = 2.242e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -3.509, relative change = 2.507e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -3.500, relative change = 2.637e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -3.492, relative change = 2.206e-03)
## Topic 1: claim, kill, liber, nation, cite
## Topic 2: rebel, ogaden, soldier, battlefield, inflict
## Topic 3: peopl, govern, ethiopian, victori, ogadeni
## Topic 4: --, attack, onlf, militari, ethiopian
## Topic 5: group, forc, onlin, success, ethiopian
## Topic 6: ethiopia, front, say, dozen, ogaden
## Topic 7: somali, sep, jun, apr, battl
## Topic 8: africa, freedom, ogadeni, troop, recent
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -3.485, relative change = 2.139e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -3.478, relative change = 1.965e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -3.472, relative change = 1.778e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -3.466, relative change = 1.668e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -3.460, relative change = 1.662e-03)
## Topic 1: claim, kill, liber, nation, cite
## Topic 2: rebel, ogaden, soldier, battlefield, ethiopian
## Topic 3: peopl, govern, ogadeni, polit, victori
## Topic 4: --, attack, onlf, militari, ethiopian
## Topic 5: group, forc, ethiopian, onlin, success
## Topic 6: ethiopia, victori, front, ogaden, say
## Topic 7: somali, sep, jun, apr, battl
## Topic 8: africa, freedom, ogadeni, troop, win
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -3.454, relative change = 1.754e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -3.448, relative change = 1.899e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -3.441, relative change = 1.966e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -3.434, relative change = 2.142e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -3.427, relative change = 1.800e-03)
## Topic 1: claim, kill, liber, nation, front
## Topic 2: rebel, ogaden, soldier, battlefield, ethiopian
## Topic 3: peopl, govern, ogadeni, polit, sever
## Topic 4: --, attack, onlf, militari, ethiopian
## Topic 5: ethiopian, group, forc, onlin, govern
## Topic 6: ethiopia, victori, battl, troop, recent
## Topic 7: somali, jun, sep, apr, clash
## Topic 8: africa, freedom, ogadeni, troop, camp
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -3.422, relative change = 1.578e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -3.417, relative change = 1.493e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -3.412, relative change = 1.455e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -3.407, relative change = 1.430e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -3.402, relative change = 1.374e-03)
## Topic 1: claim, kill, liber, nation, front
## Topic 2: rebel, ogaden, soldier, africa, battlefield
## Topic 3: peopl, ogadeni, govern, polit, sever
## Topic 4: --, onlf, militari, attack, communiqu
## Topic 5: ethiopian, group, govern, forc, onlin
## Topic 6: ethiopia, victori, battl, troop, recent
## Topic 7: somali, jun, apr, sep, clash
## Topic 8: africa, freedom, ogadeni, aggreg, camp
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -3.398, relative change = 1.255e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -3.394, relative change = 1.070e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -3.391, relative change = 8.742e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -3.389, relative change = 7.205e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -3.387, relative change = 6.235e-04)
## Topic 1: claim, kill, liber, nation, front
## Topic 2: rebel, ogaden, soldier, africa, battlefield
## Topic 3: peopl, ogadeni, polit, govern, sever
## Topic 4: --, onlf, militari, attack, communiqu
## Topic 5: ethiopian, govern, group, forc, africa
## Topic 6: ethiopia, victori, battl, recent, troop
## Topic 7: somali, jun, apr, sep, ogaden
## Topic 8: freedom, africa, ogadeni, aggreg, kismaayo
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -3.385, relative change = 5.742e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -3.383, relative change = 5.528e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -3.381, relative change = 5.306e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -3.380, relative change = 4.932e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -3.378, relative change = 4.603e-04)
## Topic 1: claim, kill, liber, nation, front
## Topic 2: rebel, ogaden, soldier, africa, inflict
## Topic 3: peopl, ogadeni, polit, sever, govern
## Topic 4: --, onlf, militari, attack, communiqu
## Topic 5: ethiopian, govern, group, africa, forc
## Topic 6: ethiopia, victori, battl, recent, troop
## Topic 7: somali, jun, sep, apr, ogaden
## Topic 8: freedom, africa, ogadeni, aggreg, kismaayo
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -3.377, relative change = 4.505e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -3.375, relative change = 4.633e-04)
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## Completing Iteration 45 (approx. per word bound = -3.370, relative change = 5.067e-04)
## Topic 1: claim, kill, liber, nation, front
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: peopl, ogadeni, polit, sever, clash
## Topic 4: --, onlf, militari, communiqu, attack
## Topic 5: ethiopian, govern, africa, group, forc
## Topic 6: ethiopia, victori, battl, attack, recent
## Topic 7: somali, jun, sep, apr, ogaden
## Topic 8: freedom, africa, ogadeni, aggreg, kismaayo
## ..................................................................................................................
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## Completing Iteration 46 (approx. per word bound = -3.368, relative change = 4.521e-04)
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## Completing Iteration 50 (approx. per word bound = -3.363, relative change = 3.357e-04)
## Topic 1: claim, kill, liber, nation, front
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: peopl, ogadeni, polit, sever, clash
## Topic 4: --, onlf, militari, communiqu, attack
## Topic 5: ethiopian, govern, africa, group, forc
## Topic 6: ethiopia, victori, battl, attack, recent
## Topic 7: somali, jun, sep, apr, ogaden
## Topic 8: freedom, africa, ogadeni, aggreg, kismaayo
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## Completing Iteration 51 (approx. per word bound = -3.362, relative change = 3.084e-04)
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## Completing Iteration 55 (approx. per word bound = -3.359, relative change = 2.419e-04)
## Topic 1: claim, kill, govern, liber, nation
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: peopl, ogadeni, polit, sever, clash
## Topic 4: --, onlf, militari, communiqu, ogaden
## Topic 5: ethiopian, govern, africa, group, forc
## Topic 6: ethiopia, victori, battl, attack, recent
## Topic 7: somali, jun, sep, apr, ogaden
## Topic 8: freedom, africa, ogadeni, aggreg, peopl
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## Completing Iteration 56 (approx. per word bound = -3.358, relative change = 2.423e-04)
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## Completing Iteration 60 (approx. per word bound = -3.355, relative change = 2.219e-04)
## Topic 1: claim, kill, govern, liber, nation
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: peopl, ogadeni, polit, sever, clash
## Topic 4: --, onlf, militari, communiqu, ogaden
## Topic 5: ethiopian, govern, africa, group, forc
## Topic 6: ethiopia, victori, battl, attack, recent
## Topic 7: somali, jun, apr, sep, ogaden
## Topic 8: freedom, africa, ogadeni, aggreg, peopl
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## Completing Iteration 61 (approx. per word bound = -3.354, relative change = 2.082e-04)
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## Completing Iteration 65 (approx. per word bound = -3.352, relative change = 1.623e-04)
## Topic 1: claim, kill, govern, liber, nation
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## Topic 3: peopl, ogadeni, polit, sever, clash
## Topic 4: --, militari, onlf, communiqu, ogaden
## Topic 5: ethiopian, govern, africa, group, forc
## Topic 6: ethiopia, victori, battl, attack, recent
## Topic 7: somali, jun, apr, sep, ogaden
## Topic 8: freedom, africa, ogadeni, peopl, aggreg
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## Completing Iteration 66 (approx. per word bound = -3.351, relative change = 1.552e-04)
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## Completing Iteration 70 (approx. per word bound = -3.349, relative change = 1.401e-04)
## Topic 1: claim, kill, govern, liber, nation
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## Topic 3: peopl, ogadeni, polit, sever, clash
## Topic 4: --, militari, onlf, ogaden, communiqu
## Topic 5: ethiopian, govern, africa, group, forc
## Topic 6: ethiopia, victori, battl, attack, recent
## Topic 7: somali, jun, apr, sep, ogaden
## Topic 8: freedom, africa, ogadeni, peopl, aggreg
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## Completing Iteration 71 (approx. per word bound = -3.349, relative change = 1.386e-04)
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## Completing Iteration 75 (approx. per word bound = -3.347, relative change = 1.418e-04)
## Topic 1: claim, kill, govern, liber, nation
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: peopl, ogadeni, polit, sever, clash
## Topic 4: --, militari, onlf, ogaden, ethiopia
## Topic 5: ethiopian, govern, africa, group, forc
## Topic 6: ethiopia, victori, battl, attack, recent
## Topic 7: somali, jun, apr, sep, ogaden
## Topic 8: freedom, africa, ogadeni, peopl, aggreg
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## Completing Iteration 76 (approx. per word bound = -3.346, relative change = 1.424e-04)
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## Completing Iteration 80 (approx. per word bound = -3.344, relative change = 1.569e-04)
## Topic 1: claim, kill, govern, liber, nation
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: peopl, ogadeni, polit, sever, clash
## Topic 4: --, militari, onlf, ogaden, ethiopia
## Topic 5: ethiopian, africa, govern, group, forc
## Topic 6: ethiopia, victori, battl, attack, sep
## Topic 7: somali, jun, apr, sep, ogaden
## Topic 8: freedom, africa, ogadeni, peopl, aggreg
## ..................................................................................................................
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## Completing Iteration 81 (approx. per word bound = -3.344, relative change = 1.722e-04)
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## Completing Iteration 85 (approx. per word bound = -3.340, relative change = 4.309e-04)
## Topic 1: claim, kill, govern, liber, nation
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: peopl, ogadeni, polit, sever, clash
## Topic 4: --, militari, onlf, ogaden, ethiopia
## Topic 5: ethiopian, africa, govern, group, forc
## Topic 6: ethiopia, victori, battl, attack, sep
## Topic 7: somali, jun, apr, sep, ogaden
## Topic 8: freedom, africa, ogadeni, peopl, aggreg
## ..................................................................................................................
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## Completing Iteration 86 (approx. per word bound = -3.339, relative change = 3.257e-04)
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## Completing Iteration 87 (approx. per word bound = -3.338, relative change = 2.305e-04)
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## Completing Iteration 88 (approx. per word bound = -3.337, relative change = 2.034e-04)
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## Completing Iteration 89 (approx. per word bound = -3.337, relative change = 1.964e-04)
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## Completing Iteration 90 (approx. per word bound = -3.336, relative change = 1.929e-04)
## Topic 1: claim, kill, govern, liber, nation
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: peopl, ogadeni, polit, sever, clash
## Topic 4: --, militari, onlf, ogaden, ethiopia
## Topic 5: ethiopian, africa, group, forc, govern
## Topic 6: ethiopia, victori, battl, attack, sep
## Topic 7: somali, jun, sep, apr, ogaden
## Topic 8: freedom, africa, ogadeni, peopl, aggreg
## ..................................................................................................................
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## Completing Iteration 91 (approx. per word bound = -3.335, relative change = 1.881e-04)
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## Completing Iteration 92 (approx. per word bound = -3.335, relative change = 1.825e-04)
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## Completing Iteration 93 (approx. per word bound = -3.334, relative change = 1.778e-04)
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## Completing Iteration 94 (approx. per word bound = -3.334, relative change = 1.739e-04)
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## Completing Iteration 95 (approx. per word bound = -3.333, relative change = 1.700e-04)
## Topic 1: kill, claim, govern, liber, nation
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: peopl, ogadeni, polit, freedom, sever
## Topic 4: --, militari, onlf, ogaden, ethiopia
## Topic 5: ethiopian, africa, group, forc, govern
## Topic 6: ethiopia, victori, claim, battl, attack
## Topic 7: somali, jun, sep, apr, ogaden
## Topic 8: freedom, africa, ogadeni, peopl, aggreg
## ..................................................................................................................
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## Completing Iteration 96 (approx. per word bound = -3.332, relative change = 1.635e-04)
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## Completing Iteration 97 (approx. per word bound = -3.332, relative change = 1.569e-04)
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## Completing Iteration 98 (approx. per word bound = -3.331, relative change = 1.527e-04)
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## Completing Iteration 99 (approx. per word bound = -3.331, relative change = 1.524e-04)
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## Completing Iteration 100 (approx. per word bound = -3.330, relative change = 1.529e-04)
## Topic 1: kill, claim, govern, liber, nation
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: peopl, ogadeni, polit, freedom, sever
## Topic 4: --, militari, onlf, ogaden, ethiopia
## Topic 5: ethiopian, africa, group, forc, govern
## Topic 6: ethiopia, claim, victori, battl, attack
## Topic 7: somali, jun, sep, apr, ogaden
## Topic 8: freedom, africa, ogadeni, peopl, aggreg
## ..................................................................................................................
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## Completing Iteration 101 (approx. per word bound = -3.330, relative change = 1.555e-04)
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## Completing Iteration 102 (approx. per word bound = -3.329, relative change = 1.602e-04)
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## Completing Iteration 103 (approx. per word bound = -3.329, relative change = 1.676e-04)
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## Completing Iteration 104 (approx. per word bound = -3.328, relative change = 1.773e-04)
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## Completing Iteration 105 (approx. per word bound = -3.328, relative change = 1.898e-04)
## Topic 1: kill, claim, govern, liber, nation
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: peopl, ogadeni, polit, freedom, sever
## Topic 4: --, militari, onlf, ogaden, ethiopia
## Topic 5: ethiopian, africa, forc, group, govern
## Topic 6: ethiopia, claim, victori, battl, attack
## Topic 7: somali, jun, sep, apr, ogaden
## Topic 8: freedom, africa, ogadeni, peopl, aggreg
## ..................................................................................................................
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## Completing Iteration 106 (approx. per word bound = -3.327, relative change = 2.049e-04)
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## Completing Iteration 107 (approx. per word bound = -3.326, relative change = 2.225e-04)
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## Completing Iteration 108 (approx. per word bound = -3.325, relative change = 2.411e-04)
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## Completing Iteration 109 (approx. per word bound = -3.324, relative change = 2.596e-04)
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## Completing Iteration 110 (approx. per word bound = -3.324, relative change = 2.757e-04)
## Topic 1: kill, claim, govern, group, liber
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: peopl, ogadeni, polit, freedom, sever
## Topic 4: --, militari, onlf, ogaden, ethiopia
## Topic 5: ethiopian, africa, forc, group, onlin
## Topic 6: ethiopia, claim, victori, battl, attack
## Topic 7: somali, jun, sep, apr, ogaden
## Topic 8: freedom, africa, ogadeni, peopl, aggreg
## ..................................................................................................................
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## Completing Iteration 111 (approx. per word bound = -3.323, relative change = 2.871e-04)
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## Completing Iteration 112 (approx. per word bound = -3.322, relative change = 2.933e-04)
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## Completing Iteration 113 (approx. per word bound = -3.321, relative change = 2.928e-04)
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## Completing Iteration 114 (approx. per word bound = -3.320, relative change = 2.872e-04)
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## Completing Iteration 115 (approx. per word bound = -3.319, relative change = 2.785e-04)
## Topic 1: kill, claim, govern, group, liber
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: peopl, ogadeni, freedom, polit, somali
## Topic 4: --, militari, onlf, ogaden, ethiopia
## Topic 5: ethiopian, africa, forc, onlin, govern
## Topic 6: ethiopia, claim, victori, ogaden, battl
## Topic 7: somali, jun, sep, apr, ogaden
## Topic 8: freedom, africa, ogadeni, peopl, aggreg
## ..................................................................................................................
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## Completing Iteration 116 (approx. per word bound = -3.318, relative change = 2.687e-04)
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## Completing Iteration 117 (approx. per word bound = -3.317, relative change = 2.606e-04)
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## Completing Iteration 118 (approx. per word bound = -3.316, relative change = 2.570e-04)
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## Completing Iteration 119 (approx. per word bound = -3.315, relative change = 2.625e-04)
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## Completing Iteration 120 (approx. per word bound = -3.314, relative change = 2.812e-04)
## Topic 1: kill, claim, govern, group, liber
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: peopl, ogadeni, freedom, polit, somali
## Topic 4: --, militari, onlf, ogaden, ethiopia
## Topic 5: ethiopian, africa, forc, onlin, govern
## Topic 6: ethiopia, claim, victori, rebel, ogaden
## Topic 7: somali, jun, sep, apr, ogaden
## Topic 8: freedom, africa, ogadeni, peopl, aggreg
## ..................................................................................................................
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## Completing Iteration 121 (approx. per word bound = -3.313, relative change = 3.100e-04)
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## Completing Iteration 122 (approx. per word bound = -3.312, relative change = 3.254e-04)
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## Completing Iteration 123 (approx. per word bound = -3.311, relative change = 3.030e-04)
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## Completing Iteration 124 (approx. per word bound = -3.310, relative change = 2.442e-04)
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## Completing Iteration 125 (approx. per word bound = -3.310, relative change = 1.936e-04)
## Topic 1: kill, claim, govern, group, liber
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: peopl, ogadeni, freedom, polit, somali
## Topic 4: --, militari, onlf, ogaden, ethiopia
## Topic 5: ethiopian, africa, forc, onlin, govern
## Topic 6: ethiopia, claim, victori, rebel, ogaden
## Topic 7: somali, jun, sep, apr, ogaden
## Topic 8: freedom, africa, ogadeni, peopl, aggreg
## ..................................................................................................................
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## Completing Iteration 126 (approx. per word bound = -3.309, relative change = 1.639e-04)
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## Completing Iteration 127 (approx. per word bound = -3.309, relative change = 1.475e-04)
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## Completing Iteration 128 (approx. per word bound = -3.308, relative change = 1.379e-04)
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## Completing Iteration 129 (approx. per word bound = -3.308, relative change = 1.312e-04)
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## Completing Iteration 130 (approx. per word bound = -3.307, relative change = 1.259e-04)
## Topic 1: kill, claim, govern, group, liber
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: peopl, ogadeni, freedom, polit, somali
## Topic 4: --, militari, onlf, ogaden, ethiopia
## Topic 5: ethiopian, africa, forc, onlin, govern
## Topic 6: ethiopia, claim, victori, rebel, ogaden
## Topic 7: somali, jun, sep, apr, ogaden
## Topic 8: africa, freedom, ogadeni, peopl, aggreg
## ..................................................................................................................
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## Completing Iteration 131 (approx. per word bound = -3.307, relative change = 1.215e-04)
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## Completing Iteration 135 (approx. per word bound = -3.306, relative change = 1.114e-04)
## Topic 1: kill, govern, claim, group, liber
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: peopl, ogadeni, freedom, somali, polit
## Topic 4: --, militari, onlf, ogaden, ethiopia
## Topic 5: ethiopian, africa, forc, onlin, govern
## Topic 6: ethiopia, claim, rebel, victori, ogaden
## Topic 7: somali, jun, sep, apr, africa
## Topic 8: africa, freedom, ogadeni, peopl, aggreg
## ..................................................................................................................
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## Topic 1: kill, govern, claim, group, liber
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: peopl, ogadeni, freedom, somali, polit
## Topic 4: --, militari, onlf, ogaden, ethiopia
## Topic 5: ethiopian, africa, forc, onlin, govern
## Topic 6: ethiopia, claim, rebel, victori, ogaden
## Topic 7: somali, jun, africa, sep, apr
## Topic 8: freedom, africa, ogadeni, peopl, aggreg
## ..................................................................................................................
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## Topic 1: kill, govern, claim, group, liber
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: ogadeni, peopl, freedom, somali, polit
## Topic 4: --, militari, onlf, ogaden, ethiopia
## Topic 5: ethiopian, africa, forc, onlin, govern
## Topic 6: ethiopia, claim, rebel, victori, ogaden
## Topic 7: somali, jun, africa, sep, apr
## Topic 8: freedom, ogadeni, africa, peopl, aggreg
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## Topic 1: kill, govern, claim, group, liber
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: ogadeni, peopl, freedom, somali, polit
## Topic 4: --, militari, onlf, ogaden, ethiopia
## Topic 5: ethiopian, africa, forc, onlin, success
## Topic 6: ethiopia, claim, rebel, victori, ogaden
## Topic 7: somali, africa, jun, sep, apr
## Topic 8: freedom, ogadeni, peopl, africa, aggreg
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## Topic 1: kill, govern, claim, group, liber
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## Topic 3: ogadeni, peopl, freedom, somali, polit
## Topic 4: --, militari, ogaden, onlf, ethiopia
## Topic 5: ethiopian, forc, africa, onlin, success
## Topic 6: ethiopia, claim, rebel, victori, ogaden
## Topic 7: somali, africa, jun, sep, apr
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## Topic 1: kill, govern, claim, group, liber
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: ogadeni, freedom, peopl, somali, polit
## Topic 4: --, militari, ogaden, onlf, ethiopia
## Topic 5: ethiopian, forc, africa, onlin, success
## Topic 6: ethiopia, claim, rebel, ogaden, victori
## Topic 7: somali, africa, jun, sep, apr
## Topic 8: freedom, peopl, ogadeni, africa, aggreg
## ..................................................................................................................
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## Topic 1: kill, govern, claim, group, liber
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: ogadeni, somali, freedom, peopl, polit
## Topic 4: --, militari, ogaden, onlf, ethiopia
## Topic 5: ethiopian, forc, africa, onlin, success
## Topic 6: ethiopia, claim, rebel, ogaden, victori
## Topic 7: somali, africa, jun, sep, apr
## Topic 8: freedom, peopl, ogadeni, africa, aggreg
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## Topic 1: kill, govern, claim, group, liber
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: somali, ogadeni, freedom, peopl, polit
## Topic 4: --, militari, ogaden, onlf, ethiopia
## Topic 5: ethiopian, forc, africa, onlin, success
## Topic 6: ethiopia, claim, rebel, ogaden, victori
## Topic 7: somali, africa, jun, apr, sep
## Topic 8: peopl, freedom, ogadeni, africa, aggreg
## ..................................................................................................................
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## Topic 1: kill, govern, claim, group, liber
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: somali, ogadeni, freedom, peopl, polit
## Topic 4: --, militari, ogaden, onlf, ethiopia
## Topic 5: ethiopian, forc, africa, onlin, success
## Topic 6: ethiopia, claim, rebel, ogaden, somali
## Topic 7: somali, africa, jun, apr, sep
## Topic 8: peopl, freedom, ogadeni, africa, aggreg
## ..................................................................................................................
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## Completing Iteration 180 (approx. per word bound = -3.289, relative change = 9.418e-05)
## Topic 1: kill, govern, claim, group, liber
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: somali, ogadeni, freedom, peopl, polit
## Topic 4: --, militari, ogaden, onlf, ethiopia
## Topic 5: ethiopian, forc, africa, onlin, success
## Topic 6: ethiopia, claim, rebel, ogaden, somali
## Topic 7: somali, africa, jun, apr, sep
## Topic 8: peopl, freedom, ogadeni, africa, aggreg
## ..................................................................................................................
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## Completing Iteration 181 (approx. per word bound = -3.288, relative change = 9.913e-05)
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## Completing Iteration 185 (approx. per word bound = -3.287, relative change = 7.864e-05)
## Topic 1: kill, govern, claim, group, liber
## Topic 2: rebel, ogaden, soldier, africa, troop
## Topic 3: somali, ogadeni, freedom, peopl, polit
## Topic 4: --, militari, ogaden, ethiopia, onlf
## Topic 5: ethiopian, forc, africa, onlin, success
## Topic 6: ethiopia, claim, rebel, ogaden, somali
## Topic 7: africa, somali, jun, apr, sep
## Topic 8: peopl, freedom, ogadeni, africa, aggreg
## ..................................................................................................................
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## Completing Iteration 190 (approx. per word bound = -3.286, relative change = 9.957e-05)
## Topic 1: kill, govern, claim, group, liber
## Topic 2: rebel, ogaden, africa, soldier, troop
## Topic 3: somali, ogadeni, freedom, peopl, polit
## Topic 4: --, militari, ogaden, ethiopia, onlf
## Topic 5: ethiopian, forc, africa, onlin, success
## Topic 6: ethiopia, claim, rebel, ogaden, somali
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, aggreg
## ..................................................................................................................
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## Completing Iteration 191 (approx. per word bound = -3.285, relative change = 9.173e-05)
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## Completing Iteration 195 (approx. per word bound = -3.284, relative change = 7.134e-05)
## Topic 1: kill, govern, claim, group, liber
## Topic 2: rebel, ogaden, africa, soldier, troop
## Topic 3: somali, ogadeni, freedom, peopl, polit
## Topic 4: --, militari, ogaden, ethiopia, onlf
## Topic 5: ethiopian, forc, africa, onlin, success
## Topic 6: ethiopia, claim, rebel, ogaden, somali
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, aggreg
## ..................................................................................................................
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## Completing Iteration 196 (approx. per word bound = -3.284, relative change = 7.805e-05)
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## Completing Iteration 200 (approx. per word bound = -3.283, relative change = 7.204e-05)
## Topic 1: kill, govern, claim, group, liber
## Topic 2: rebel, ogaden, africa, soldier, troop
## Topic 3: somali, ogadeni, freedom, peopl, polit
## Topic 4: --, militari, ogaden, ethiopia, onlf
## Topic 5: ethiopian, forc, africa, onlin, success
## Topic 6: ethiopia, claim, rebel, ogaden, somali
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, aggreg
## ..................................................................................................................
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## Completing Iteration 201 (approx. per word bound = -3.283, relative change = 6.480e-05)
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## Completing Iteration 205 (approx. per word bound = -3.282, relative change = 6.735e-05)
## Topic 1: kill, govern, claim, group, liber
## Topic 2: rebel, ogaden, africa, soldier, troop
## Topic 3: somali, ogadeni, freedom, peopl, polit
## Topic 4: --, militari, ogaden, ethiopia, onlf
## Topic 5: ethiopian, forc, africa, onlin, success
## Topic 6: ethiopia, claim, rebel, ogaden, somali
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, aggreg
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## Completing Iteration 206 (approx. per word bound = -3.282, relative change = 7.864e-05)
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## Completing Iteration 210 (approx. per word bound = -3.281, relative change = 6.996e-05)
## Topic 1: kill, govern, claim, group, liber
## Topic 2: rebel, africa, ogaden, soldier, troop
## Topic 3: somali, ogadeni, freedom, peopl, polit
## Topic 4: --, militari, ogaden, ethiopia, onlf
## Topic 5: ethiopian, forc, africa, onlin, success
## Topic 6: ethiopia, claim, rebel, ogaden, somali
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, somali
## ..................................................................................................................
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## Completing Iteration 211 (approx. per word bound = -3.280, relative change = 7.098e-05)
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## Completing Iteration 215 (approx. per word bound = -3.279, relative change = 8.533e-05)
## Topic 1: kill, govern, claim, group, liber
## Topic 2: rebel, africa, ogaden, soldier, troop
## Topic 3: somali, ogadeni, freedom, peopl, polit
## Topic 4: --, militari, ethiopia, ogaden, onlf
## Topic 5: ethiopian, forc, africa, onlin, ogaden
## Topic 6: ethiopia, claim, rebel, ogaden, somali
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, somali
## ..................................................................................................................
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## Completing Iteration 216 (approx. per word bound = -3.279, relative change = 9.987e-05)
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## Completing Iteration 218 (approx. per word bound = -3.278, relative change = 1.761e-04)
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## Completing Iteration 219 (approx. per word bound = -3.277, relative change = 1.883e-04)
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## Completing Iteration 220 (approx. per word bound = -3.277, relative change = 1.462e-04)
## Topic 1: kill, govern, group, claim, liber
## Topic 2: rebel, africa, soldier, ogaden, troop
## Topic 3: somali, ogadeni, freedom, peopl, polit
## Topic 4: --, militari, ethiopia, ogaden, onlf
## Topic 5: ethiopian, forc, africa, onlin, ogaden
## Topic 6: ethiopia, claim, rebel, ogaden, somali
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, somali
## ..................................................................................................................
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## Completing Iteration 221 (approx. per word bound = -3.277, relative change = 1.025e-04)
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## Topic 1: kill, govern, group, claim, liber
## Topic 2: rebel, africa, soldier, ogaden, troop
## Topic 3: somali, ogadeni, freedom, peopl, polit
## Topic 4: --, militari, ethiopia, onlf, ogaden
## Topic 5: ethiopian, forc, africa, ogaden, onlin
## Topic 6: ethiopia, claim, rebel, somali, ogaden
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, somali
## ..................................................................................................................
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## Completing Iteration 226 (approx. per word bound = -3.276, relative change = 6.093e-05)
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## Topic 1: kill, govern, group, claim, liber
## Topic 2: rebel, africa, soldier, ogaden, troop
## Topic 3: somali, ogadeni, freedom, peopl, polit
## Topic 4: --, militari, ethiopia, onlf, ogaden
## Topic 5: ethiopian, forc, ogaden, africa, onlin
## Topic 6: ethiopia, claim, rebel, somali, ogaden
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, somali
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## Completing Iteration 231 (approx. per word bound = -3.275, relative change = 4.629e-05)
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## Topic 1: kill, govern, group, claim, liber
## Topic 2: rebel, africa, soldier, ogaden, troop
## Topic 3: somali, ogadeni, freedom, peopl, polit
## Topic 4: --, militari, ethiopia, onlf, ogaden
## Topic 5: ethiopian, forc, ogaden, africa, onlin
## Topic 6: ethiopia, claim, rebel, somali, ogaden
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, somali
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## Topic 1: kill, govern, group, claim, soldier
## Topic 2: rebel, africa, soldier, ogaden, govern
## Topic 3: somali, ogadeni, freedom, peopl, polit
## Topic 4: --, militari, ethiopia, onlf, ogaden
## Topic 5: ethiopian, forc, ogaden, africa, onlin
## Topic 6: ethiopia, claim, rebel, somali, ogaden
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, somali
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## Completing Iteration 241 (approx. per word bound = -3.273, relative change = 3.968e-05)
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## Topic 1: kill, govern, group, claim, soldier
## Topic 2: rebel, africa, soldier, ogaden, govern
## Topic 3: somali, ogadeni, freedom, peopl, polit
## Topic 4: --, militari, ethiopia, onlf, ogaden
## Topic 5: ethiopian, forc, ogaden, africa, onlin
## Topic 6: ethiopia, claim, ogaden, rebel, somali
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, somali
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## Completing Iteration 250 (approx. per word bound = -3.272, relative change = 6.634e-05)
## Topic 1: kill, govern, group, claim, soldier
## Topic 2: rebel, africa, soldier, ogaden, govern
## Topic 3: somali, ogadeni, freedom, peopl, polit
## Topic 4: --, militari, ethiopia, onlf, ogaden
## Topic 5: ethiopian, forc, ogaden, africa, onlin
## Topic 6: ethiopia, claim, ogaden, rebel, somali
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, somali
## ..................................................................................................................
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## Completing Iteration 251 (approx. per word bound = -3.272, relative change = 6.959e-05)
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## Completing Iteration 255 (approx. per word bound = -3.271, relative change = 6.731e-05)
## Topic 1: kill, govern, group, claim, soldier
## Topic 2: rebel, africa, soldier, ogaden, govern
## Topic 3: somali, ogadeni, freedom, peopl, polit
## Topic 4: --, militari, ethiopia, onlf, ogaden
## Topic 5: ethiopian, forc, ogaden, africa, onlin
## Topic 6: ethiopia, claim, rebel, ogaden, somali
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, somali
## ..................................................................................................................
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## Completing Iteration 256 (approx. per word bound = -3.271, relative change = 8.086e-05)
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## Completing Iteration 260 (approx. per word bound = -3.270, relative change = 8.475e-05)
## Topic 1: kill, govern, group, claim, soldier
## Topic 2: rebel, africa, soldier, ogaden, govern
## Topic 3: somali, ogadeni, freedom, peopl, polit
## Topic 4: --, militari, ethiopia, onlf, ogaden
## Topic 5: ethiopian, forc, ogaden, africa, onlin
## Topic 6: ethiopia, claim, rebel, ogaden, somali
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, somali
## ..................................................................................................................
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## Completing Iteration 261 (approx. per word bound = -3.269, relative change = 1.127e-04)
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## Completing Iteration 265 (approx. per word bound = -3.268, relative change = 7.013e-05)
## Topic 1: kill, govern, group, claim, soldier
## Topic 2: rebel, africa, soldier, ogaden, govern
## Topic 3: somali, ogadeni, freedom, peopl, polit
## Topic 4: --, militari, ethiopia, onlf, ogaden
## Topic 5: ethiopian, ogaden, forc, africa, onlin
## Topic 6: ethiopia, claim, rebel, ogaden, somali
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, somali
## ..................................................................................................................
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## Completing Iteration 266 (approx. per word bound = -3.268, relative change = 7.046e-05)
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## Completing Iteration 269 (approx. per word bound = -3.267, relative change = 7.333e-05)
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## Completing Iteration 270 (approx. per word bound = -3.267, relative change = 7.421e-05)
## Topic 1: kill, govern, group, claim, soldier
## Topic 2: rebel, africa, soldier, ogaden, govern
## Topic 3: somali, ogadeni, freedom, peopl, polit
## Topic 4: --, militari, ethiopia, onlf, ogaden
## Topic 5: ethiopian, ogaden, forc, africa, onlin
## Topic 6: ethiopia, claim, rebel, ogaden, somali
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, somali
## ..................................................................................................................
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## Completing Iteration 271 (approx. per word bound = -3.267, relative change = 7.299e-05)
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## Completing Iteration 275 (approx. per word bound = -3.266, relative change = 6.454e-05)
## Topic 1: kill, govern, group, soldier, claim
## Topic 2: rebel, africa, ogaden, soldier, govern
## Topic 3: somali, ogadeni, freedom, peopl, apr
## Topic 4: --, ethiopia, militari, onlf, ogaden
## Topic 5: ethiopian, ogaden, forc, africa, onlin
## Topic 6: ethiopia, claim, rebel, ogaden, somali
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, somali
## ..................................................................................................................
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## Completing Iteration 276 (approx. per word bound = -3.265, relative change = 6.187e-05)
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## Completing Iteration 280 (approx. per word bound = -3.265, relative change = 5.457e-05)
## Topic 1: kill, govern, group, soldier, claim
## Topic 2: rebel, africa, ogaden, soldier, govern
## Topic 3: somali, ogadeni, freedom, peopl, apr
## Topic 4: --, ethiopia, militari, onlf, ogaden
## Topic 5: ethiopian, ogaden, forc, africa, onlin
## Topic 6: ethiopia, claim, rebel, ogaden, somali
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, somali
## ..................................................................................................................
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## Completing Iteration 281 (approx. per word bound = -3.265, relative change = 5.432e-05)
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## Completing Iteration 283 (approx. per word bound = -3.264, relative change = 5.256e-05)
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## Completing Iteration 284 (approx. per word bound = -3.264, relative change = 5.222e-05)
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## Completing Iteration 285 (approx. per word bound = -3.264, relative change = 5.162e-05)
## Topic 1: kill, govern, group, soldier, claim
## Topic 2: rebel, africa, ogaden, claim, govern
## Topic 3: somali, ogadeni, freedom, peopl, apr
## Topic 4: --, ethiopia, militari, onlf, ogaden
## Topic 5: ethiopian, ogaden, forc, africa, onlin
## Topic 6: ethiopia, claim, rebel, ogaden, somali
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, somali
## ..................................................................................................................
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## Completing Iteration 286 (approx. per word bound = -3.264, relative change = 5.265e-05)
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## Completing Iteration 287 (approx. per word bound = -3.264, relative change = 5.209e-05)
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## Completing Iteration 288 (approx. per word bound = -3.263, relative change = 5.332e-05)
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## Completing Iteration 289 (approx. per word bound = -3.263, relative change = 5.269e-05)
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## Completing Iteration 290 (approx. per word bound = -3.263, relative change = 5.350e-05)
## Topic 1: kill, govern, group, soldier, claim
## Topic 2: rebel, africa, ogaden, claim, govern
## Topic 3: somali, ogadeni, freedom, peopl, apr
## Topic 4: --, ethiopia, militari, onlf, ogaden
## Topic 5: ethiopian, ogaden, forc, africa, onlin
## Topic 6: ethiopia, claim, rebel, ogaden, somali
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, somali
## ..................................................................................................................
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## Completing Iteration 291 (approx. per word bound = -3.263, relative change = 5.451e-05)
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## Completing Iteration 292 (approx. per word bound = -3.263, relative change = 5.442e-05)
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## Completing Iteration 293 (approx. per word bound = -3.262, relative change = 5.447e-05)
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## Completing Iteration 294 (approx. per word bound = -3.262, relative change = 5.286e-05)
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## Completing Iteration 295 (approx. per word bound = -3.262, relative change = 5.448e-05)
## Topic 1: kill, govern, soldier, group, claim
## Topic 2: rebel, africa, claim, ogaden, govern
## Topic 3: ogadeni, freedom, somali, peopl, apr
## Topic 4: --, ethiopia, militari, onlf, ogaden
## Topic 5: ethiopian, ogaden, forc, africa, onlin
## Topic 6: ethiopia, claim, rebel, ogaden, victori
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, somali
## ..................................................................................................................
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## Completing Iteration 296 (approx. per word bound = -3.262, relative change = 5.403e-05)
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## Completing Iteration 297 (approx. per word bound = -3.262, relative change = 5.324e-05)
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## Completing Iteration 298 (approx. per word bound = -3.262, relative change = 5.302e-05)
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## Completing Iteration 299 (approx. per word bound = -3.261, relative change = 5.318e-05)
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## Completing Iteration 300 (approx. per word bound = -3.261, relative change = 5.371e-05)
## Topic 1: kill, soldier, govern, group, claim
## Topic 2: rebel, africa, claim, ogaden, govern
## Topic 3: ogadeni, freedom, somali, peopl, apr
## Topic 4: --, ethiopia, militari, onlf, ogaden
## Topic 5: ethiopian, ogaden, forc, africa, onlin
## Topic 6: ethiopia, claim, rebel, ogaden, victori
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, africa, somali
## ..................................................................................................................
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## Completing Iteration 301 (approx. per word bound = -3.261, relative change = 5.412e-05)
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## Completing Iteration 302 (approx. per word bound = -3.261, relative change = 5.493e-05)
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## Completing Iteration 303 (approx. per word bound = -3.261, relative change = 5.622e-05)
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## Completing Iteration 304 (approx. per word bound = -3.261, relative change = 5.714e-05)
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## Completing Iteration 305 (approx. per word bound = -3.260, relative change = 5.870e-05)
## Topic 1: kill, soldier, govern, group, claim
## Topic 2: rebel, africa, claim, ogaden, govern
## Topic 3: ogadeni, freedom, somali, peopl, apr
## Topic 4: --, ethiopia, militari, onlf, ogaden
## Topic 5: ethiopian, ogaden, forc, africa, onlin
## Topic 6: ethiopia, claim, rebel, ogaden, victori
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, somali, africa
## ..................................................................................................................
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## Completing Iteration 306 (approx. per word bound = -3.260, relative change = 6.009e-05)
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## Completing Iteration 307 (approx. per word bound = -3.260, relative change = 6.136e-05)
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## Topic 1: kill, soldier, govern, group, claim
## Topic 2: rebel, africa, claim, govern, ogaden
## Topic 3: ogadeni, freedom, somali, peopl, apr
## Topic 4: --, ethiopia, militari, onlf, ogaden
## Topic 5: ethiopian, ogaden, forc, africa, onlin
## Topic 6: ethiopia, claim, rebel, ogaden, victori
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, somali, africa
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## Topic 1: kill, soldier, group, govern, claim
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## Topic 3: ogadeni, freedom, somali, peopl, apr
## Topic 4: --, ethiopia, militari, onlf, ogaden
## Topic 5: ethiopian, ogaden, forc, africa, onlin
## Topic 6: ethiopia, claim, rebel, ogaden, victori
## Topic 7: africa, somali, jun, polit, apr
## Topic 8: peopl, freedom, ogadeni, somali, africa
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## Topic 1: kill, soldier, group, govern, claim
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## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, onlf, ogaden
## Topic 5: ethiopian, ogaden, forc, africa, onlin
## Topic 6: ethiopia, claim, rebel, ogaden, victori
## Topic 7: africa, somali, jun, polit, apr
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## Topic 1: kill, soldier, group, govern, claim
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## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, forc, africa, onlin
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## Topic 7: africa, jun, somali, polit, apr
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## Topic 1: kill, soldier, group, govern, claim
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## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, ogaden, onlf
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## Topic 1: kill, group, soldier, govern, claim
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## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, forc, africa, onlin
## Topic 6: ethiopia, claim, rebel, ogaden, victori
## Topic 7: africa, jun, somali, polit, apr
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## Topic 1: kill, group, soldier, govern, claim
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## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, forc, africa, onlin
## Topic 6: ethiopia, claim, rebel, ogaden, victori
## Topic 7: africa, jun, somali, polit, apr
## Topic 8: peopl, freedom, ogadeni, somali, africa
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## Topic 1: group, kill, govern, soldier, claim
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## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, forc, africa, onlin
## Topic 6: ethiopia, rebel, claim, ogaden, victori
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## Topic 1: group, kill, govern, soldier, claim
## Topic 2: rebel, africa, kill, claim, govern
## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, forc, rebel
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, somali, apr
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## Completing Iteration 355 (approx. per word bound = -3.250, relative change = 5.216e-05)
## Topic 1: group, govern, kill, soldier, claim
## Topic 2: rebel, africa, kill, claim, govern
## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, forc, rebel
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, somali, apr
## Topic 8: peopl, freedom, ogadeni, somali, africa
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## Completing Iteration 356 (approx. per word bound = -3.250, relative change = 5.213e-05)
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## Completing Iteration 360 (approx. per word bound = -3.249, relative change = 5.487e-05)
## Topic 1: group, govern, kill, soldier, claim
## Topic 2: rebel, africa, kill, claim, govern
## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, forc, rebel
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, somali, apr
## Topic 8: peopl, freedom, ogadeni, somali, africa
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## Completing Iteration 361 (approx. per word bound = -3.249, relative change = 5.603e-05)
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## Completing Iteration 365 (approx. per word bound = -3.248, relative change = 6.341e-05)
## Topic 1: group, govern, kill, soldier, claim
## Topic 2: rebel, africa, kill, claim, soldier
## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, forc, rebel
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, somali, apr
## Topic 8: peopl, freedom, ogadeni, somali, africa
## ..................................................................................................................
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## Completing Iteration 366 (approx. per word bound = -3.248, relative change = 6.418e-05)
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## Completing Iteration 370 (approx. per word bound = -3.247, relative change = 6.061e-05)
## Topic 1: group, govern, kill, soldier, claim
## Topic 2: rebel, kill, africa, soldier, claim
## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, forc, rebel
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, somali, apr
## Topic 8: peopl, freedom, ogadeni, somali, africa
## ..................................................................................................................
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## Completing Iteration 371 (approx. per word bound = -3.247, relative change = 5.871e-05)
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## Completing Iteration 375 (approx. per word bound = -3.246, relative change = 5.062e-05)
## Topic 1: group, govern, kill, soldier, claim
## Topic 2: rebel, kill, africa, soldier, govern
## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, forc, rebel
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, somali, apr
## Topic 8: peopl, freedom, ogadeni, somali, africa
## ..................................................................................................................
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## Completing Iteration 376 (approx. per word bound = -3.246, relative change = 5.075e-05)
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## Completing Iteration 380 (approx. per word bound = -3.245, relative change = 4.809e-05)
## Topic 1: group, govern, kill, soldier, claim
## Topic 2: rebel, kill, africa, soldier, govern
## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, forc, rebel
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, apr, somali
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## Completing Iteration 381 (approx. per word bound = -3.245, relative change = 4.809e-05)
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## Completing Iteration 385 (approx. per word bound = -3.245, relative change = 4.638e-05)
## Topic 1: group, govern, kill, soldier, claim
## Topic 2: rebel, kill, africa, soldier, govern
## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, forc, rebel
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, apr, ogaden
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## Completing Iteration 386 (approx. per word bound = -3.245, relative change = 4.840e-05)
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## Completing Iteration 389 (approx. per word bound = -3.244, relative change = 5.783e-05)
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## Completing Iteration 390 (approx. per word bound = -3.244, relative change = 6.198e-05)
## Topic 1: group, govern, kill, soldier, claim
## Topic 2: rebel, kill, soldier, africa, govern
## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, rebel, forc
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, apr, ogaden
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## Completing Iteration 391 (approx. per word bound = -3.244, relative change = 6.668e-05)
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## Completing Iteration 392 (approx. per word bound = -3.243, relative change = 7.090e-05)
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## Completing Iteration 393 (approx. per word bound = -3.243, relative change = 7.444e-05)
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## Completing Iteration 394 (approx. per word bound = -3.243, relative change = 7.633e-05)
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## Completing Iteration 395 (approx. per word bound = -3.243, relative change = 7.631e-05)
## Topic 1: group, govern, kill, soldier, claim
## Topic 2: rebel, kill, soldier, africa, govern
## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, rebel, forc
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, apr, ogaden
## Topic 8: peopl, freedom, ogadeni, somali, africa
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## Completing Iteration 396 (approx. per word bound = -3.242, relative change = 7.434e-05)
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## Topic 1: group, govern, kill, soldier, claim
## Topic 2: rebel, kill, soldier, africa, govern
## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, rebel, forc
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, ogaden, apr
## Topic 8: peopl, freedom, ogadeni, somali, africa
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## Topic 1: group, govern, kill, soldier, claim
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## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, rebel, forc
## Topic 6: ethiopia, rebel, claim, ogaden, victori
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## Topic 1: group, govern, kill, soldier, claim
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## Topic 4: --, ethiopia, militari, ogaden, onlf
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## Topic 1: group, govern, kill, claim, soldier
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## Topic 1: group, govern, kill, claim, soldier
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## Topic 1: group, govern, kill, claim, soldier
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## Topic 4: --, ethiopia, militari, ogaden, onlf
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## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, ogaden, crime
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## Topic 1: group, govern, kill, claim, soldier
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## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, ogaden, onlf
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## Topic 1: group, govern, kill, claim, soldier
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## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, rebel, forc
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, ogaden, crime
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## Topic 1: group, govern, kill, claim, soldier
## Topic 2: rebel, kill, soldier, africa, govern
## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, rebel, forc
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, ogaden, crime
## Topic 8: peopl, freedom, ogadeni, somali, africa
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## Topic 1: group, govern, kill, claim, soldier
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## Topic 3: ogadeni, freedom, peopl, somali, apr
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, rebel, forc
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, ogaden, crime
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## Topic 1: group, govern, kill, claim, soldier
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## Topic 3: ogadeni, freedom, peopl, somali, sever
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, rebel, forc
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, ogaden, crime
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## Topic 1: group, govern, kill, claim, soldier
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## Topic 3: ogadeni, freedom, peopl, somali, sever
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, rebel, forc
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, ogaden, crime
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## Topic 1: group, govern, kill, claim, soldier
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## Topic 3: ogadeni, freedom, peopl, somali, sever
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, rebel, forc
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, ogaden, crime
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## Topic 1: group, govern, kill, claim, soldier
## Topic 2: rebel, kill, soldier, africa, govern
## Topic 3: ogadeni, freedom, peopl, somali, sever
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, rebel, forc
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, ogaden, crime
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## Completing Iteration 470 (approx. per word bound = -3.233, relative change = 4.075e-05)
## Topic 1: group, govern, kill, claim, soldier
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## Topic 3: ogadeni, freedom, peopl, somali, sever
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, rebel, forc
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, ogaden, crime
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## Completing Iteration 471 (approx. per word bound = -3.233, relative change = 5.648e-05)
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## Topic 1: group, govern, kill, claim, soldier
## Topic 2: rebel, kill, soldier, africa, govern
## Topic 3: ogadeni, freedom, peopl, somali, sever
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, rebel, forc
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, ogaden, crime
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## Completing Iteration 476 (approx. per word bound = -3.230, relative change = 2.649e-04)
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## Completing Iteration 480 (approx. per word bound = -3.228, relative change = 7.677e-05)
## Topic 1: group, govern, kill, claim, soldier
## Topic 2: rebel, kill, soldier, africa, govern
## Topic 3: ogadeni, freedom, peopl, somali, sever
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, rebel, forc
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, ogaden, crime
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## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 484 (approx. per word bound = -3.227, relative change = 4.642e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 485 (approx. per word bound = -3.227, relative change = 4.649e-05)
## Topic 1: group, govern, kill, claim, soldier
## Topic 2: kill, rebel, soldier, africa, govern
## Topic 3: ogadeni, freedom, peopl, somali, sever
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, rebel, forc
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, ogaden, crime
## Topic 8: peopl, freedom, ogadeni, somali, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 486 (approx. per word bound = -3.227, relative change = 4.807e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 487 (approx. per word bound = -3.227, relative change = 4.977e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 488 (approx. per word bound = -3.227, relative change = 5.240e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 489 (approx. per word bound = -3.227, relative change = 5.482e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 490 (approx. per word bound = -3.226, relative change = 5.807e-05)
## Topic 1: group, govern, kill, claim, soldier
## Topic 2: kill, rebel, soldier, govern, africa
## Topic 3: ogadeni, freedom, peopl, somali, sever
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, ogaden, africa, rebel, forc
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, ogaden, crime
## Topic 8: peopl, freedom, ogadeni, somali, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 491 (approx. per word bound = -3.226, relative change = 6.123e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 492 (approx. per word bound = -3.226, relative change = 6.351e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 493 (approx. per word bound = -3.226, relative change = 6.511e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 494 (approx. per word bound = -3.226, relative change = 6.693e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 495 (approx. per word bound = -3.225, relative change = 6.806e-05)
## Topic 1: group, govern, kill, claim, soldier
## Topic 2: kill, rebel, soldier, govern, africa
## Topic 3: ogadeni, freedom, peopl, somali, sever
## Topic 4: --, ethiopia, militari, ogaden, onlf
## Topic 5: ethiopian, africa, ogaden, rebel, forc
## Topic 6: ethiopia, rebel, claim, ogaden, victori
## Topic 7: africa, jun, polit, ogaden, crime
## Topic 8: peopl, freedom, ogadeni, somali, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 496 (approx. per word bound = -3.225, relative change = 6.925e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 497 (approx. per word bound = -3.225, relative change = 7.041e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 498 (approx. per word bound = -3.225, relative change = 7.100e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 499 (approx. per word bound = -3.224, relative change = 7.233e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Terminated Before Convergence Reached
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## .........
## Recovering initialization...
## ..
## Initialization complete.
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.295)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -3.988, relative change = 7.149e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -3.831, relative change = 3.929e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -3.771, relative change = 1.581e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -3.735, relative change = 9.387e-03)
## Topic 1: rebel, ethiopia, jun, opposit, peopl
## Topic 2: africa, --, onlf, militari, dozen
## Topic 3: somali, ethiopian, kill, onlin, polit
## Topic 4: rebel, ethiopia, jun, opposit, peopl
## Topic 5: recent, success, aggreg, clash, text
## Topic 6: govern, soldier, kill, armi, crime
## Topic 7: claim, forc, attack, troop, freedom
## Topic 8: ogadeni, peopl, freedom, group, victori
## Topic 9: ogaden, battl, front, ogadeni, heavi
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -3.702, relative change = 8.908e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -3.643, relative change = 1.582e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -3.606, relative change = 1.034e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -3.571, relative change = 9.645e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -3.549, relative change = 6.082e-03)
## Topic 1: rebel, ethiopia, jun, opposit, loyalist
## Topic 2: africa, --, onlf, militari, victori
## Topic 3: somali, ethiopian, kill, onlin, polit
## Topic 4: rebel, ethiopia, say, fight, dead
## Topic 5: recent, success, aggreg, clash, text
## Topic 6: govern, soldier, kill, armi, inflict
## Topic 7: claim, forc, attack, troop, sever
## Topic 8: freedom, ogadeni, peopl, group, sep
## Topic 9: ogaden, battl, front, casualti, heavi
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -3.533, relative change = 4.459e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -3.521, relative change = 3.491e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -3.510, relative change = 3.069e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -3.500, relative change = 2.940e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -3.491, relative change = 2.591e-03)
## Topic 1: rebel, ethiopia, jun, opposit, communiqu
## Topic 2: africa, --, onlf, militari, victori
## Topic 3: somali, ethiopian, polit, onlin, kill
## Topic 4: rebel, ethiopia, say, fight, onla
## Topic 5: recent, success, battlefield, aggreg, clash
## Topic 6: govern, kill, soldier, inflict, group
## Topic 7: claim, forc, attack, troop, sever
## Topic 8: freedom, ogadeni, peopl, group, sep
## Topic 9: ogaden, battl, front, armi, liber
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -3.482, relative change = 2.445e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -3.471, relative change = 3.255e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -3.457, relative change = 4.100e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -3.446, relative change = 3.053e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -3.434, relative change = 3.468e-03)
## Topic 1: ethiopia, rebel, militari, victori, communiqu
## Topic 2: africa, --, onlf, victori, militari
## Topic 3: somali, ethiopian, polit, onlin, eritrea
## Topic 4: rebel, ethiopia, say, fight, continu
## Topic 5: recent, success, battlefield, aggreg, clash
## Topic 6: govern, kill, soldier, group, inflict
## Topic 7: claim, forc, attack, troop, sever
## Topic 8: freedom, ogadeni, peopl, sep, jun
## Topic 9: ogaden, battl, onlin, armi, front
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -3.423, relative change = 3.302e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -3.415, relative change = 2.360e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -3.409, relative change = 1.787e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -3.403, relative change = 1.576e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -3.398, relative change = 1.634e-03)
## Topic 1: rebel, ethiopia, victori, militari, communiqu
## Topic 2: africa, onlf, --, menkhaus, irin
## Topic 3: somali, ethiopian, polit, eritrea, broad
## Topic 4: rebel, ethiopia, say, fight, region
## Topic 5: recent, success, battlefield, --, aggreg
## Topic 6: govern, kill, soldier, group, inflict
## Topic 7: claim, forc, attack, troop, sever
## Topic 8: freedom, ogadeni, peopl, sep, jun
## Topic 9: ogaden, battl, onlin, ethiopian, armi
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -3.391, relative change = 1.829e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -3.385, relative change = 1.949e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -3.379, relative change = 1.816e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -3.373, relative change = 1.692e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -3.367, relative change = 1.709e-03)
## Topic 1: rebel, ethiopia, victori, militari, onlf
## Topic 2: africa, onlf, --, menkhaus, irin
## Topic 3: somali, polit, ethiopian, eritrea, broad
## Topic 4: rebel, ethiopia, say, fight, region
## Topic 5: --, ogaden, success, battlefield, ethiopia
## Topic 6: govern, kill, soldier, group, loss
## Topic 7: claim, forc, attack, troop, sever
## Topic 8: freedom, ogadeni, peopl, sep, jun
## Topic 9: ogaden, ethiopian, battl, onlin, armi
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -3.362, relative change = 1.642e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -3.357, relative change = 1.297e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -3.354, relative change = 1.084e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -3.350, relative change = 1.228e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -3.344, relative change = 1.578e-03)
## Topic 1: rebel, ethiopia, victori, militari, recent
## Topic 2: africa, onlf, menkhaus, file, hos
## Topic 3: somali, polit, ethiopian, eritrea, broad
## Topic 4: rebel, ethiopia, say, fight, region
## Topic 5: --, ogaden, success, battlefield, ethiopia
## Topic 6: govern, kill, soldier, group, eritrean
## Topic 7: claim, forc, attack, troop, sever
## Topic 8: freedom, ogadeni, peopl, sep, jun
## Topic 9: ogaden, ethiopian, onlin, battl, armi
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -3.340, relative change = 1.336e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -3.336, relative change = 1.183e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -3.332, relative change = 1.100e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -3.329, relative change = 1.118e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -3.325, relative change = 1.156e-03)
## Topic 1: rebel, ethiopia, victori, militari, recent
## Topic 2: africa, onlf, file, hos, lotta
## Topic 3: somali, polit, ethiopian, opposit, eritrea
## Topic 4: rebel, ethiopia, say, fight, clash
## Topic 5: --, ogaden, success, battlefield, ethiopia
## Topic 6: kill, govern, soldier, group, eritrean
## Topic 7: claim, forc, attack, troop, sever
## Topic 8: freedom, ogadeni, peopl, africa, jun
## Topic 9: ogaden, ethiopian, onlin, battl, armi
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -3.321, relative change = 1.116e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -3.318, relative change = 8.867e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -3.316, relative change = 6.925e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -3.314, relative change = 6.044e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.312, relative change = 5.825e-04)
## Topic 1: rebel, ethiopia, victori, militari, sep
## Topic 2: africa, onlf, file, hos, lotta
## Topic 3: somali, polit, opposit, apr, dozen
## Topic 4: rebel, ethiopia, say, fight, clash
## Topic 5: --, ogaden, success, battlefield, ethiopia
## Topic 6: kill, govern, soldier, group, eritrean
## Topic 7: claim, forc, attack, troop, sever
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ogaden, ethiopian, onlin, battl, armi
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -3.310, relative change = 5.891e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -3.308, relative change = 5.916e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -3.306, relative change = 5.838e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -3.304, relative change = 5.796e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.302, relative change = 5.892e-04)
## Topic 1: rebel, ethiopia, victori, sep, militari
## Topic 2: africa, onlf, file, hos, lotta
## Topic 3: somali, polit, opposit, apr, dozen
## Topic 4: rebel, ethiopia, kill, say, fight
## Topic 5: --, ogaden, success, battlefield, ethiopia
## Topic 6: kill, govern, soldier, group, eritrean
## Topic 7: claim, forc, attack, troop, sever
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ogaden, ethiopian, onlin, battl, armi
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -3.300, relative change = 5.927e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -3.298, relative change = 5.897e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -3.296, relative change = 5.894e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -3.294, relative change = 5.872e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -3.292, relative change = 5.684e-04)
## Topic 1: rebel, ethiopia, victori, sep, militari
## Topic 2: africa, onlf, file, hos, lotta
## Topic 3: somali, polit, opposit, apr, dozen
## Topic 4: rebel, ethiopia, kill, say, fight
## Topic 5: --, ogaden, success, battlefield, ethiopian
## Topic 6: kill, soldier, govern, group, apr
## Topic 7: claim, forc, attack, troop, govern
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ogaden, ethiopian, onlin, battl, govern
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -3.291, relative change = 5.230e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -3.289, relative change = 4.679e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -3.288, relative change = 4.221e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -3.286, relative change = 3.909e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -3.285, relative change = 3.704e-04)
## Topic 1: rebel, ethiopia, victori, sep, militari
## Topic 2: africa, file, hos, lotta, onlf
## Topic 3: somali, polit, apr, opposit, dozen
## Topic 4: rebel, kill, ethiopia, say, fight
## Topic 5: --, ogaden, success, battlefield, ethiopian
## Topic 6: soldier, kill, govern, group, ogaden
## Topic 7: claim, forc, attack, troop, govern
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ogaden, ethiopian, onlin, armi, govern
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -3.284, relative change = 3.539e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -3.283, relative change = 3.354e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -3.282, relative change = 3.123e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -3.281, relative change = 2.880e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -3.280, relative change = 2.700e-04)
## Topic 1: rebel, ethiopia, victori, claim, sep
## Topic 2: africa, file, hos, lotta, menkhaus
## Topic 3: somali, polit, apr, africa, dozen
## Topic 4: rebel, kill, ethiopia, say, fight
## Topic 5: --, ogaden, success, ethiopian, battlefield
## Topic 6: soldier, kill, group, govern, ogaden
## Topic 7: claim, forc, govern, attack, troop
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ogaden, ethiopian, onlin, armi, front
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -3.279, relative change = 2.599e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -3.278, relative change = 2.580e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -3.278, relative change = 2.582e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -3.277, relative change = 2.462e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.276, relative change = 2.176e-04)
## Topic 1: rebel, ethiopia, victori, claim, sep
## Topic 2: africa, file, hos, lotta, menkhaus
## Topic 3: somali, polit, africa, apr, dozen
## Topic 4: rebel, kill, ethiopia, say, fight
## Topic 5: --, ogaden, ethiopian, success, battlefield
## Topic 6: soldier, kill, group, govern, ogaden
## Topic 7: claim, forc, govern, attack, troop
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ogaden, ethiopian, onlin, rebel, armi
## ..................................................................................................................
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## Completing Iteration 71 (approx. per word bound = -3.275, relative change = 1.858e-04)
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## Completing Iteration 72 (approx. per word bound = -3.275, relative change = 1.605e-04)
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## Completing Iteration 73 (approx. per word bound = -3.274, relative change = 1.425e-04)
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## Completing Iteration 75 (approx. per word bound = -3.274, relative change = 1.237e-04)
## Topic 1: rebel, ethiopia, victori, claim, sep
## Topic 2: africa, file, hos, lotta, menkhaus
## Topic 3: somali, polit, africa, apr, dozen
## Topic 4: rebel, kill, ethiopia, say, fight
## Topic 5: --, ogaden, ethiopian, success, battlefield
## Topic 6: soldier, kill, group, govern, ogaden
## Topic 7: claim, forc, govern, attack, troop
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ogaden, ethiopian, onlin, rebel, armi
## ..................................................................................................................
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## Completing Iteration 76 (approx. per word bound = -3.273, relative change = 1.224e-04)
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## Completing Iteration 78 (approx. per word bound = -3.272, relative change = 1.217e-04)
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## Completing Iteration 80 (approx. per word bound = -3.272, relative change = 1.103e-04)
## Topic 1: rebel, ethiopia, victori, claim, sep
## Topic 2: africa, file, hos, lotta, menkhaus
## Topic 3: somali, polit, africa, apr, dozen
## Topic 4: rebel, kill, ethiopia, say, troop
## Topic 5: --, ogaden, ethiopian, success, battlefield
## Topic 6: soldier, kill, group, govern, ogaden
## Topic 7: claim, forc, govern, attack, troop
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ogaden, ethiopian, onlin, rebel, armi
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## Completing Iteration 81 (approx. per word bound = -3.271, relative change = 1.128e-04)
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## Completing Iteration 85 (approx. per word bound = -3.270, relative change = 9.682e-05)
## Topic 1: rebel, ethiopia, victori, claim, sep
## Topic 2: africa, file, hos, lotta, menkhaus
## Topic 3: somali, africa, polit, apr, dozen
## Topic 4: rebel, kill, ethiopia, say, troop
## Topic 5: --, ogaden, ethiopian, success, battlefield
## Topic 6: soldier, kill, group, govern, ogaden
## Topic 7: claim, govern, forc, attack, troop
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ogaden, ethiopian, onlin, rebel, armi
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## Completing Iteration 86 (approx. per word bound = -3.270, relative change = 8.929e-05)
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## Completing Iteration 90 (approx. per word bound = -3.268, relative change = 9.403e-05)
## Topic 1: rebel, ethiopia, victori, claim, sep
## Topic 2: africa, file, hos, lotta, menkhaus
## Topic 3: somali, africa, polit, apr, dozen
## Topic 4: rebel, kill, ethiopia, say, troop
## Topic 5: --, ogaden, ethiopian, success, battlefield
## Topic 6: soldier, kill, group, govern, ogaden
## Topic 7: claim, govern, forc, attack, troop
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ogaden, ethiopian, onlin, rebel, africa
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## Completing Iteration 91 (approx. per word bound = -3.268, relative change = 9.356e-05)
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## Completing Iteration 95 (approx. per word bound = -3.267, relative change = 7.196e-05)
## Topic 1: ethiopia, rebel, victori, claim, sep
## Topic 2: africa, file, hos, lotta, menkhaus
## Topic 3: somali, africa, polit, apr, dozen
## Topic 4: rebel, kill, ethiopia, say, troop
## Topic 5: --, ogaden, ethiopian, success, battlefield
## Topic 6: soldier, kill, group, govern, ogaden
## Topic 7: claim, govern, forc, attack, troop
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, onlin, rebel, africa
## ..................................................................................................................
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## Completing Iteration 96 (approx. per word bound = -3.267, relative change = 6.363e-05)
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## Completing Iteration 100 (approx. per word bound = -3.266, relative change = 7.442e-05)
## Topic 1: ethiopia, rebel, victori, claim, sep
## Topic 2: africa, file, hos, lotta, menkhaus
## Topic 3: somali, africa, polit, apr, dozen
## Topic 4: rebel, kill, ethiopia, say, troop
## Topic 5: --, ogaden, ethiopian, success, battlefield
## Topic 6: soldier, kill, group, govern, rebel
## Topic 7: claim, govern, forc, attack, troop
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, onlin, rebel, africa
## ..................................................................................................................
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## Completing Iteration 101 (approx. per word bound = -3.266, relative change = 9.500e-05)
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## Completing Iteration 103 (approx. per word bound = -3.265, relative change = 1.240e-04)
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## Completing Iteration 104 (approx. per word bound = -3.265, relative change = 1.194e-04)
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## Completing Iteration 105 (approx. per word bound = -3.264, relative change = 1.036e-04)
## Topic 1: ethiopia, rebel, victori, claim, sep
## Topic 2: africa, file, hos, lotta, onlf
## Topic 3: somali, africa, polit, apr, dozen
## Topic 4: rebel, kill, ethiopia, say, troop
## Topic 5: --, ogaden, ethiopian, success, battlefield
## Topic 6: soldier, kill, group, govern, rebel
## Topic 7: claim, govern, forc, attack, troop
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, onlin, rebel, africa
## ..................................................................................................................
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## Completing Iteration 106 (approx. per word bound = -3.264, relative change = 8.378e-05)
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## Completing Iteration 107 (approx. per word bound = -3.264, relative change = 6.425e-05)
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## Completing Iteration 108 (approx. per word bound = -3.264, relative change = 4.861e-05)
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## Completing Iteration 109 (approx. per word bound = -3.263, relative change = 3.824e-05)
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## Completing Iteration 110 (approx. per word bound = -3.263, relative change = 3.605e-05)
## Topic 1: ethiopia, rebel, victori, claim, sep
## Topic 2: africa, file, hos, lotta, onlf
## Topic 3: somali, africa, polit, apr, dozen
## Topic 4: rebel, kill, ethiopia, say, troop
## Topic 5: --, ogaden, ethiopian, success, battlefield
## Topic 6: kill, soldier, group, govern, rebel
## Topic 7: claim, govern, forc, attack, troop
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, onlin, rebel, africa
## ..................................................................................................................
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## Completing Iteration 111 (approx. per word bound = -3.263, relative change = 4.032e-05)
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## Completing Iteration 113 (approx. per word bound = -3.263, relative change = 1.091e-04)
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## Completing Iteration 114 (approx. per word bound = -3.262, relative change = 1.922e-04)
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## Completing Iteration 115 (approx. per word bound = -3.261, relative change = 1.985e-04)
## Topic 1: ethiopia, rebel, victori, claim, sep
## Topic 2: africa, file, hos, lotta, onlf
## Topic 3: somali, africa, polit, apr, dozen
## Topic 4: rebel, kill, ethiopia, soldier, say
## Topic 5: --, ogaden, ethiopian, success, battlefield
## Topic 6: kill, soldier, group, govern, rebel
## Topic 7: claim, forc, govern, attack, troop
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, onlin, africa, rebel
## ..................................................................................................................
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## Completing Iteration 116 (approx. per word bound = -3.261, relative change = 1.131e-04)
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## Completing Iteration 117 (approx. per word bound = -3.261, relative change = 6.918e-05)
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## Completing Iteration 118 (approx. per word bound = -3.261, relative change = 6.009e-05)
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## Completing Iteration 119 (approx. per word bound = -3.260, relative change = 6.367e-05)
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## Completing Iteration 120 (approx. per word bound = -3.260, relative change = 7.120e-05)
## Topic 1: ethiopia, rebel, victori, claim, sep
## Topic 2: africa, onlf, file, hos, lotta
## Topic 3: somali, africa, polit, apr, dozen
## Topic 4: rebel, kill, ethiopia, soldier, say
## Topic 5: --, ogaden, ethiopian, success, battlefield
## Topic 6: kill, soldier, group, govern, rebel
## Topic 7: claim, forc, govern, attack, troop
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, onlin, africa, rebel
## ..................................................................................................................
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## Completing Iteration 121 (approx. per word bound = -3.260, relative change = 8.228e-05)
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## Completing Iteration 122 (approx. per word bound = -3.260, relative change = 9.902e-05)
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## Completing Iteration 123 (approx. per word bound = -3.259, relative change = 1.205e-04)
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## Completing Iteration 124 (approx. per word bound = -3.259, relative change = 1.459e-04)
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## Completing Iteration 125 (approx. per word bound = -3.258, relative change = 1.687e-04)
## Topic 1: ethiopia, rebel, victori, claim, sep
## Topic 2: africa, onlf, file, hos, lotta
## Topic 3: africa, somali, polit, apr, text
## Topic 4: rebel, kill, ethiopia, soldier, say
## Topic 5: --, ogaden, ethiopian, success, battlefield
## Topic 6: kill, soldier, govern, group, rebel
## Topic 7: claim, forc, govern, attack, troop
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, onlin, africa, rebel
## ..................................................................................................................
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## Completing Iteration 126 (approx. per word bound = -3.257, relative change = 1.920e-04)
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## Completing Iteration 127 (approx. per word bound = -3.257, relative change = 2.187e-04)
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## Completing Iteration 128 (approx. per word bound = -3.256, relative change = 1.770e-04)
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## Completing Iteration 129 (approx. per word bound = -3.256, relative change = 1.266e-04)
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## Completing Iteration 130 (approx. per word bound = -3.255, relative change = 1.128e-04)
## Topic 1: ethiopia, rebel, claim, victori, sep
## Topic 2: africa, onlf, file, hos, lotta
## Topic 3: africa, somali, polit, apr, text
## Topic 4: rebel, kill, ethiopia, soldier, say
## Topic 5: --, ethiopian, ogaden, success, battlefield
## Topic 6: kill, soldier, govern, rebel, group
## Topic 7: claim, forc, govern, attack, ogaden
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, onlin, africa, rebel
## ..................................................................................................................
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## Completing Iteration 131 (approx. per word bound = -3.255, relative change = 1.100e-04)
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## Completing Iteration 132 (approx. per word bound = -3.255, relative change = 1.107e-04)
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## Completing Iteration 133 (approx. per word bound = -3.254, relative change = 1.151e-04)
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## Completing Iteration 134 (approx. per word bound = -3.254, relative change = 1.182e-04)
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## Completing Iteration 135 (approx. per word bound = -3.254, relative change = 1.204e-04)
## Topic 1: ethiopia, rebel, claim, victori, sep
## Topic 2: africa, onlf, file, hos, lotta
## Topic 3: africa, somali, polit, apr, text
## Topic 4: rebel, kill, ethiopia, soldier, say
## Topic 5: --, ethiopian, ogaden, success, battlefield
## Topic 6: kill, soldier, govern, rebel, group
## Topic 7: claim, ogaden, forc, attack, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, onlin, africa, rebel
## ..................................................................................................................
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## Completing Iteration 136 (approx. per word bound = -3.253, relative change = 1.165e-04)
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## Completing Iteration 137 (approx. per word bound = -3.253, relative change = 1.055e-04)
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## Completing Iteration 138 (approx. per word bound = -3.253, relative change = 9.267e-05)
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## Completing Iteration 139 (approx. per word bound = -3.252, relative change = 8.467e-05)
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## Completing Iteration 140 (approx. per word bound = -3.252, relative change = 8.410e-05)
## Topic 1: ethiopia, rebel, claim, victori, sep
## Topic 2: africa, onlf, file, hos, lotta
## Topic 3: africa, somali, polit, apr, text
## Topic 4: rebel, kill, ethiopia, soldier, say
## Topic 5: --, ethiopian, ogaden, success, battlefield
## Topic 6: kill, soldier, govern, rebel, group
## Topic 7: claim, ogaden, attack, govern, forc
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, onlin, africa, rebel
## ..................................................................................................................
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## Completing Iteration 141 (approx. per word bound = -3.252, relative change = 9.384e-05)
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## Completing Iteration 142 (approx. per word bound = -3.251, relative change = 9.106e-05)
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## Completing Iteration 143 (approx. per word bound = -3.251, relative change = 5.688e-05)
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## Completing Iteration 144 (approx. per word bound = -3.251, relative change = 3.855e-05)
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## Completing Iteration 145 (approx. per word bound = -3.251, relative change = 9.812e-05)
## Topic 1: ethiopia, rebel, claim, victori, battl
## Topic 2: africa, onlf, file, hos, lotta
## Topic 3: africa, somali, polit, apr, text
## Topic 4: rebel, kill, ethiopia, soldier, say
## Topic 5: --, ethiopian, ogaden, success, battlefield
## Topic 6: kill, soldier, govern, rebel, group
## Topic 7: claim, ogaden, attack, govern, troop
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, onlin, africa, rebel
## ..................................................................................................................
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## Completing Iteration 146 (approx. per word bound = -3.250, relative change = 2.612e-04)
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## Completing Iteration 147 (approx. per word bound = -3.249, relative change = 2.627e-04)
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## Completing Iteration 148 (approx. per word bound = -3.249, relative change = 5.862e-05)
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## Completing Iteration 149 (approx. per word bound = -3.249, relative change = 2.185e-05)
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## Completing Iteration 150 (approx. per word bound = -3.249, relative change = 2.582e-05)
## Topic 1: ethiopia, rebel, claim, victori, battl
## Topic 2: africa, onlf, file, hos, lotta
## Topic 3: africa, somali, apr, polit, text
## Topic 4: rebel, kill, ethiopia, soldier, say
## Topic 5: --, ethiopian, ogaden, success, battlefield
## Topic 6: kill, soldier, govern, rebel, group
## Topic 7: claim, ogaden, attack, govern, troop
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, onlin, africa, rebel
## ..................................................................................................................
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## Completing Iteration 151 (approx. per word bound = -3.249, relative change = 3.390e-05)
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## Completing Iteration 152 (approx. per word bound = -3.248, relative change = 4.249e-05)
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## Completing Iteration 153 (approx. per word bound = -3.248, relative change = 4.633e-05)
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## Completing Iteration 154 (approx. per word bound = -3.248, relative change = 4.786e-05)
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## Completing Iteration 155 (approx. per word bound = -3.248, relative change = 4.524e-05)
## Topic 1: ethiopia, rebel, claim, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, polit
## Topic 4: rebel, kill, ethiopia, soldier, say
## Topic 5: --, ethiopian, ogaden, success, battlefield
## Topic 6: kill, soldier, govern, rebel, group
## Topic 7: claim, ogaden, attack, troop, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, onlin, africa, rebel
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 156 (approx. per word bound = -3.248, relative change = 4.164e-05)
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## Completing Iteration 160 (approx. per word bound = -3.247, relative change = 2.987e-05)
## Topic 1: ethiopia, rebel, claim, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, dozen
## Topic 4: rebel, kill, ethiopia, soldier, say
## Topic 5: --, ethiopian, ogaden, success, battlefield
## Topic 6: kill, soldier, govern, rebel, group
## Topic 7: claim, ogaden, attack, rebel, troop
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, onlin, africa, rebel
## ..................................................................................................................
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## Completing Iteration 161 (approx. per word bound = -3.247, relative change = 3.444e-05)
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## Completing Iteration 163 (approx. per word bound = -3.247, relative change = 6.216e-05)
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## Completing Iteration 165 (approx. per word bound = -3.246, relative change = 1.531e-04)
## Topic 1: ethiopia, rebel, claim, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, dozen
## Topic 4: rebel, kill, ethiopia, soldier, say
## Topic 5: --, ethiopian, ogaden, success, battlefield
## Topic 6: kill, soldier, govern, rebel, group
## Topic 7: claim, ogaden, rebel, attack, troop
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, onlin, africa, govern
## ..................................................................................................................
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## Completing Iteration 166 (approx. per word bound = -3.245, relative change = 2.363e-04)
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## Completing Iteration 170 (approx. per word bound = -3.241, relative change = 3.428e-04)
## Topic 1: ethiopia, claim, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, dozen
## Topic 4: kill, rebel, ethiopia, soldier, say
## Topic 5: --, ethiopian, ogaden, success, rebel
## Topic 6: kill, soldier, govern, rebel, group
## Topic 7: ogaden, rebel, claim, attack, troop
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, onlin, africa, rebel
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## Completing Iteration 171 (approx. per word bound = -3.240, relative change = 4.182e-04)
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## Completing Iteration 175 (approx. per word bound = -3.237, relative change = 1.207e-04)
## Topic 1: ethiopia, claim, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, dozen
## Topic 4: kill, rebel, ethiopia, soldier, say
## Topic 5: --, ethiopian, ogaden, rebel, success
## Topic 6: kill, soldier, govern, rebel, group
## Topic 7: ogaden, rebel, attack, troop, claim
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, onlin, africa, rebel
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## Completing Iteration 176 (approx. per word bound = -3.236, relative change = 1.485e-04)
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## Completing Iteration 180 (approx. per word bound = -3.234, relative change = 5.883e-05)
## Topic 1: ethiopia, claim, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, dozen
## Topic 4: kill, ethiopia, rebel, soldier, say
## Topic 5: --, ethiopian, rebel, ogaden, success
## Topic 6: kill, soldier, govern, rebel, group
## Topic 7: ogaden, rebel, attack, troop, claim
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, onlin, africa, rebel
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## Completing Iteration 181 (approx. per word bound = -3.234, relative change = 5.568e-05)
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## Completing Iteration 185 (approx. per word bound = -3.232, relative change = 1.071e-04)
## Topic 1: ethiopia, claim, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, dozen
## Topic 4: kill, ethiopia, rebel, soldier, say
## Topic 5: --, rebel, ethiopian, ogaden, success
## Topic 6: kill, soldier, govern, rebel, group
## Topic 7: ogaden, rebel, attack, troop, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, onlin, africa, rebel
## ..................................................................................................................
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## Completing Iteration 186 (approx. per word bound = -3.232, relative change = 7.356e-05)
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## Completing Iteration 190 (approx. per word bound = -3.230, relative change = 1.586e-04)
## Topic 1: ethiopia, claim, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, dozen
## Topic 4: kill, ethiopia, rebel, soldier, say
## Topic 5: --, rebel, ethiopian, ogaden, success
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, rebel, troop, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, africa, onlin, rebel
## ..................................................................................................................
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## Completing Iteration 191 (approx. per word bound = -3.230, relative change = 1.601e-04)
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## Completing Iteration 195 (approx. per word bound = -3.228, relative change = 1.474e-04)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, dozen
## Topic 4: ethiopia, kill, rebel, say, fight
## Topic 5: --, rebel, ogaden, ethiopian, success
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, africa, onlin, rebel
## ..................................................................................................................
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## Completing Iteration 196 (approx. per word bound = -3.227, relative change = 1.330e-04)
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## Completing Iteration 198 (approx. per word bound = -3.227, relative change = 9.129e-05)
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## Completing Iteration 199 (approx. per word bound = -3.226, relative change = 7.931e-05)
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## Completing Iteration 200 (approx. per word bound = -3.226, relative change = 7.013e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, dozen
## Topic 4: ethiopia, kill, rebel, say, fight
## Topic 5: --, rebel, ogaden, ethiopian, success
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, africa, onlin, rebel
## ..................................................................................................................
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## Completing Iteration 201 (approx. per word bound = -3.226, relative change = 6.164e-05)
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## Completing Iteration 202 (approx. per word bound = -3.226, relative change = 5.375e-05)
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## Completing Iteration 203 (approx. per word bound = -3.226, relative change = 4.796e-05)
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## Completing Iteration 204 (approx. per word bound = -3.225, relative change = 1.104e-04)
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## Completing Iteration 205 (approx. per word bound = -3.225, relative change = 1.951e-04)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, dozen
## Topic 4: ethiopia, rebel, kill, say, fight
## Topic 5: --, rebel, ogaden, ethiopian, success
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, africa, onlin, rebel
## ..................................................................................................................
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## Completing Iteration 206 (approx. per word bound = -3.224, relative change = 6.016e-05)
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## Completing Iteration 207 (approx. per word bound = -3.224, relative change = 1.370e-04)
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## Completing Iteration 208 (approx. per word bound = -3.224, relative change = 1.187e-04)
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## Completing Iteration 209 (approx. per word bound = -3.224, relative change = 2.464e-05)
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## Completing Iteration 210 (approx. per word bound = -3.223, relative change = 2.038e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, dozen
## Topic 4: ethiopia, rebel, kill, say, fight
## Topic 5: --, rebel, ogaden, ethiopian, success
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, africa, rebel, onlin
## ..................................................................................................................
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## Completing Iteration 211 (approx. per word bound = -3.223, relative change = 1.036e-04)
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## Completing Iteration 212 (approx. per word bound = -3.222, relative change = 2.975e-04)
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## Completing Iteration 213 (approx. per word bound = -3.222, relative change = 5.823e-05)
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## Completing Iteration 214 (approx. per word bound = -3.222, relative change = 4.367e-05)
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## Completing Iteration 215 (approx. per word bound = -3.222, relative change = 4.330e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, dozen
## Topic 4: ethiopia, rebel, kill, say, fight
## Topic 5: --, rebel, ogaden, ethiopian, success
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, africa, rebel, onlin
## ..................................................................................................................
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## Completing Iteration 216 (approx. per word bound = -3.222, relative change = 4.347e-05)
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## Completing Iteration 217 (approx. per word bound = -3.221, relative change = 4.361e-05)
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## Completing Iteration 218 (approx. per word bound = -3.221, relative change = 4.205e-05)
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## Completing Iteration 219 (approx. per word bound = -3.221, relative change = 4.099e-05)
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## Completing Iteration 220 (approx. per word bound = -3.221, relative change = 4.002e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, dozen
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, rebel, ogaden, ethiopian, success
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, africa, rebel, onlin
## ..................................................................................................................
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## Completing Iteration 221 (approx. per word bound = -3.221, relative change = 3.984e-05)
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## Completing Iteration 222 (approx. per word bound = -3.221, relative change = 3.976e-05)
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## Completing Iteration 223 (approx. per word bound = -3.221, relative change = 3.914e-05)
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## Completing Iteration 224 (approx. per word bound = -3.221, relative change = 3.879e-05)
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## Completing Iteration 225 (approx. per word bound = -3.220, relative change = 3.963e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, eiu
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, rebel, ogaden, ethiopian, success
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, africa, rebel, onlin
## ..................................................................................................................
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## Completing Iteration 226 (approx. per word bound = -3.220, relative change = 4.093e-05)
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## Completing Iteration 227 (approx. per word bound = -3.220, relative change = 4.389e-05)
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## Completing Iteration 228 (approx. per word bound = -3.220, relative change = 5.770e-05)
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## Completing Iteration 229 (approx. per word bound = -3.220, relative change = 9.864e-05)
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## Completing Iteration 230 (approx. per word bound = -3.219, relative change = 1.347e-04)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, eiu
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, rebel, ogaden, ethiopian, success
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, africa, rebel, onlin
## ..................................................................................................................
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## Completing Iteration 231 (approx. per word bound = -3.219, relative change = 8.896e-05)
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## Completing Iteration 232 (approx. per word bound = -3.219, relative change = 7.203e-05)
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## Completing Iteration 233 (approx. per word bound = -3.218, relative change = 7.986e-05)
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## Completing Iteration 234 (approx. per word bound = -3.218, relative change = 9.043e-05)
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## Completing Iteration 235 (approx. per word bound = -3.218, relative change = 1.012e-04)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, eiu
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, rebel, ogaden, ethiopian, success
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, africa, rebel, onlin
## ..................................................................................................................
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## Completing Iteration 236 (approx. per word bound = -3.217, relative change = 1.304e-04)
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## Completing Iteration 237 (approx. per word bound = -3.217, relative change = 1.751e-04)
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## Completing Iteration 238 (approx. per word bound = -3.216, relative change = 1.199e-04)
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## Completing Iteration 239 (approx. per word bound = -3.216, relative change = 6.555e-05)
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## Completing Iteration 240 (approx. per word bound = -3.216, relative change = 5.334e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, eiu
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, rebel, ogaden, ethiopian, success
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, africa, rebel, onlin
## ..................................................................................................................
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## Completing Iteration 241 (approx. per word bound = -3.216, relative change = 4.633e-05)
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## Completing Iteration 242 (approx. per word bound = -3.216, relative change = 3.929e-05)
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## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, eiu
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, rebel, ogaden, ethiopian, success
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, africa, rebel, kill
## ..................................................................................................................
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## Completing Iteration 246 (approx. per word bound = -3.215, relative change = 2.936e-05)
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## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, eiu
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, rebel, ogaden, ethiopian, success
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ogaden, ethiopian, africa, rebel, kill
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## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, eiu
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, rebel, ogaden, success, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
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## Topic 8: freedom, ogadeni, peopl, somali, jun
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## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
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## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, rebel, ogaden, success, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
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## Topic 8: freedom, ogadeni, peopl, somali, jun
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## Topic 1: claim, ethiopia, rebel, victori, battl
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## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, rebel, ogaden, success, battlefield
## Topic 6: kill, soldier, rebel, govern, group
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## Topic 1: claim, ethiopia, rebel, victori, battl
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## Topic 3: africa, somali, apr, text, eiu
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, rebel, ogaden, success, battlefield
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ethiopian, ogaden, africa, rebel, kill
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## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, ethiomedia
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, rebel, ogaden, success, battlefield
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ethiopian, ogaden, africa, rebel, kill
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## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, ethiomedia
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, rebel, success, ogaden, battlefield
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ethiopian, ogaden, africa, rebel, kill
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## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, ethiomedia
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, rebel, success, ogaden, battlefield
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ethiopian, ogaden, africa, rebel, kill
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## Completing Iteration 290 (approx. per word bound = -3.199, relative change = 9.702e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, ethiomedia
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, success, rebel, ogaden, battlefield
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ethiopian, ogaden, africa, rebel, kill
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## Completing Iteration 291 (approx. per word bound = -3.199, relative change = 8.556e-05)
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## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, ethiomedia
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, success, ogaden, rebel, battlefield
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ethiopian, ogaden, africa, rebel, kill
## ..................................................................................................................
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## Completing Iteration 300 (approx. per word bound = -3.197, relative change = 5.174e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, ethiomedia
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, success, ogaden, battlefield, rebel
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ethiopian, ogaden, africa, rebel, kill
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## Completing Iteration 305 (approx. per word bound = -3.197, relative change = 4.123e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, ethiomedia
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, success, ogaden, battlefield, rebel
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ethiopian, ogaden, africa, rebel, kill
## ..................................................................................................................
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## Completing Iteration 306 (approx. per word bound = -3.197, relative change = 3.971e-05)
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## Completing Iteration 310 (approx. per word bound = -3.196, relative change = 3.395e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, ethiomedia
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, success, ogaden, battlefield, rebel
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ethiopian, ogaden, africa, rebel, kill
## ..................................................................................................................
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## Completing Iteration 311 (approx. per word bound = -3.196, relative change = 3.232e-05)
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## Completing Iteration 315 (approx. per word bound = -3.196, relative change = 2.813e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, ethiomedia
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, success, ogaden, battlefield, claim
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ethiopian, ogaden, africa, rebel, kill
## ..................................................................................................................
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## Completing Iteration 316 (approx. per word bound = -3.196, relative change = 2.714e-05)
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## Completing Iteration 320 (approx. per word bound = -3.195, relative change = 2.424e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, ethiomedia
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, success, battlefield, ogaden, claim
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ethiopian, ogaden, africa, rebel, kill
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## Completing Iteration 321 (approx. per word bound = -3.195, relative change = 2.382e-05)
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## Completing Iteration 324 (approx. per word bound = -3.195, relative change = 2.208e-05)
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## Completing Iteration 325 (approx. per word bound = -3.195, relative change = 2.202e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, ethiomedia
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, success, battlefield, ogaden, claim
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ethiopian, ogaden, africa, rebel, kill
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## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, onlf, file, hos
## Topic 3: africa, somali, apr, text, ethiomedia
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, success, battlefield, ogaden, claim
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ethiopian, ogaden, africa, rebel, kill
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## Topic 1: claim, ethiopia, rebel, victori, battl
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## Topic 8: freedom, ogadeni, peopl, somali, jun
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## Topic 1: claim, ethiopia, rebel, victori, battl
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## Topic 1: claim, ethiopia, rebel, victori, battl
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## Topic 1: claim, ethiopia, rebel, victori, battl
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## Topic 1: claim, ethiopia, rebel, victori, battl
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## Topic 1: claim, ethiopia, rebel, victori, battl
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## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, success, battlefield, ogaden, claim
## Topic 6: kill, soldier, rebel, govern, group
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## Topic 1: claim, ethiopia, rebel, victori, battl
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## Topic 5: --, success, ogaden, battlefield, claim
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## Topic 1: claim, ethiopia, rebel, victori, battl
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## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, success, ogaden, battlefield, claim
## Topic 6: kill, soldier, rebel, govern, group
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## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, apr, text, jun
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, success, africa, ogaden, battlefield
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ethiopian, ogaden, africa, rebel, kill
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## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, apr, text, jun
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, africa, success, rebel, ogaden
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
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## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, apr, jun, text
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, africa, rebel, ogaden, success
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, jun
## Topic 9: ethiopian, ogaden, africa, rebel, kill
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## Topic 1: claim, ethiopia, rebel, victori, battl
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## Topic 3: africa, somali, apr, jun, text
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, africa, rebel, ogaden, success
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, africa
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## Completing Iteration 391 (approx. per word bound = -3.183, relative change = 5.787e-05)
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## Completing Iteration 395 (approx. per word bound = -3.182, relative change = 5.963e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, apr, jun, text
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, africa, rebel, ogaden, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ogaden, ethiopian, africa, rebel, kill
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## Completing Iteration 396 (approx. per word bound = -3.182, relative change = 5.184e-05)
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## Completing Iteration 400 (approx. per word bound = -3.182, relative change = 3.435e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, jun, apr, text
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, africa, rebel, ogaden, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, africa
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## Completing Iteration 401 (approx. per word bound = -3.182, relative change = 3.172e-05)
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## Completing Iteration 405 (approx. per word bound = -3.181, relative change = 2.808e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, jun, apr, text
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, africa, rebel, ogaden, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, africa
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## Completing Iteration 409 (approx. per word bound = -3.181, relative change = 2.564e-05)
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## Completing Iteration 410 (approx. per word bound = -3.181, relative change = 2.503e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, jun, apr, text
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, africa, rebel, ogaden, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, africa
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## Completing Iteration 411 (approx. per word bound = -3.181, relative change = 2.570e-05)
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## Completing Iteration 415 (approx. per word bound = -3.180, relative change = 2.563e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, jun, apr, text
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, africa, rebel, ogaden, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ogaden, ethiopian, africa, rebel, kill
## ..................................................................................................................
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## Completing Iteration 416 (approx. per word bound = -3.180, relative change = 2.566e-05)
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## Completing Iteration 420 (approx. per word bound = -3.180, relative change = 2.972e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, jun, apr, text
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, africa, rebel, ogaden, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ogaden, ethiopian, africa, rebel, kill
## ..................................................................................................................
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## Completing Iteration 421 (approx. per word bound = -3.180, relative change = 3.336e-05)
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## Completing Iteration 425 (approx. per word bound = -3.179, relative change = 1.149e-04)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, jun, apr, text
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, africa, rebel, ogaden, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ogaden, ethiopian, africa, rebel, kill
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## Completing Iteration 426 (approx. per word bound = -3.179, relative change = 8.210e-05)
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## Completing Iteration 430 (approx. per word bound = -3.178, relative change = 1.872e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, jun, apr, text
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, africa, rebel, ogaden, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ogaden, ethiopian, africa, rebel, kill
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## Completing Iteration 435 (approx. per word bound = -3.178, relative change = 1.851e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, jun, apr, text
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, africa, rebel, ogaden, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ogaden, ethiopian, africa, rebel, kill
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## Completing Iteration 440 (approx. per word bound = -3.178, relative change = 1.922e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, jun, apr, text
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, africa, rebel, ogaden, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ogaden, ethiopian, africa, rebel, kill
## ..................................................................................................................
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## Completing Iteration 445 (approx. per word bound = -3.177, relative change = 1.935e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, jun, apr, text
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, africa, rebel, ogaden, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: ogaden, attack, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ogaden, ethiopian, africa, rebel, kill
## ..................................................................................................................
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## Completing Iteration 446 (approx. per word bound = -3.177, relative change = 1.913e-05)
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## Completing Iteration 450 (approx. per word bound = -3.177, relative change = 1.891e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, jun, apr, text
## Topic 4: ethiopia, rebel, say, kill, fight
## Topic 5: --, africa, rebel, ogaden, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: attack, ogaden, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ogaden, ethiopian, africa, rebel, kill
## ..................................................................................................................
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## Completing Iteration 451 (approx. per word bound = -3.177, relative change = 1.812e-05)
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## Completing Iteration 452 (approx. per word bound = -3.177, relative change = 1.886e-05)
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## Completing Iteration 455 (approx. per word bound = -3.177, relative change = 1.856e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, jun, apr, text
## Topic 4: ethiopia, rebel, say, kill, somali
## Topic 5: --, africa, rebel, ogaden, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: attack, ogaden, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ethiopian, ogaden, africa, rebel, kill
## ..................................................................................................................
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## Completing Iteration 456 (approx. per word bound = -3.177, relative change = 1.879e-05)
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## Completing Iteration 457 (approx. per word bound = -3.177, relative change = 1.900e-05)
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## Completing Iteration 458 (approx. per word bound = -3.177, relative change = 1.969e-05)
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## Completing Iteration 459 (approx. per word bound = -3.177, relative change = 1.837e-05)
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## Completing Iteration 460 (approx. per word bound = -3.177, relative change = 2.078e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, jun, apr, text
## Topic 4: ethiopia, rebel, say, kill, somali
## Topic 5: --, africa, rebel, ogaden, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: attack, ogaden, troop, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ethiopian, ogaden, africa, rebel, kill
## ..................................................................................................................
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## Completing Iteration 461 (approx. per word bound = -3.176, relative change = 2.024e-05)
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## Completing Iteration 462 (approx. per word bound = -3.176, relative change = 2.150e-05)
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## Completing Iteration 464 (approx. per word bound = -3.176, relative change = 2.353e-05)
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## Completing Iteration 465 (approx. per word bound = -3.176, relative change = 2.504e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, jun, apr, text
## Topic 4: ethiopia, rebel, say, kill, somali
## Topic 5: --, africa, rebel, ogaden, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: attack, troop, ogaden, rebel, govern
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ethiopian, ogaden, africa, rebel, kill
## ..................................................................................................................
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## Completing Iteration 466 (approx. per word bound = -3.176, relative change = 2.826e-05)
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## Completing Iteration 468 (approx. per word bound = -3.176, relative change = 3.423e-05)
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## Completing Iteration 469 (approx. per word bound = -3.176, relative change = 3.999e-05)
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## Completing Iteration 470 (approx. per word bound = -3.176, relative change = 4.670e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, jun, apr, text
## Topic 4: ethiopia, rebel, say, kill, somali
## Topic 5: --, africa, rebel, ogaden, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: attack, troop, ogaden, govern, rebel
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ethiopian, ogaden, africa, rebel, kill
## ..................................................................................................................
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## Completing Iteration 471 (approx. per word bound = -3.175, relative change = 5.259e-05)
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## Completing Iteration 472 (approx. per word bound = -3.175, relative change = 5.637e-05)
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## Completing Iteration 473 (approx. per word bound = -3.175, relative change = 5.705e-05)
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## Completing Iteration 474 (approx. per word bound = -3.175, relative change = 5.193e-05)
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## Completing Iteration 475 (approx. per word bound = -3.175, relative change = 4.625e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, jun, apr, text
## Topic 4: ethiopia, rebel, say, kill, somali
## Topic 5: --, africa, rebel, ogaden, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: attack, troop, ogaden, govern, rebel
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ethiopian, ogaden, africa, rebel, kill
## ..................................................................................................................
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## Completing Iteration 476 (approx. per word bound = -3.175, relative change = 4.120e-05)
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## Completing Iteration 477 (approx. per word bound = -3.175, relative change = 3.888e-05)
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## Completing Iteration 478 (approx. per word bound = -3.174, relative change = 3.674e-05)
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## Completing Iteration 479 (approx. per word bound = -3.174, relative change = 3.689e-05)
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## Completing Iteration 480 (approx. per word bound = -3.174, relative change = 3.521e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, jun, apr, text
## Topic 4: ethiopia, rebel, say, kill, somali
## Topic 5: --, africa, rebel, ogaden, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: attack, troop, govern, rebel, ogaden
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ethiopian, ogaden, africa, rebel, kill
## ..................................................................................................................
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## Completing Iteration 481 (approx. per word bound = -3.174, relative change = 3.620e-05)
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## Completing Iteration 482 (approx. per word bound = -3.174, relative change = 3.490e-05)
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## Completing Iteration 483 (approx. per word bound = -3.174, relative change = 3.432e-05)
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## Completing Iteration 484 (approx. per word bound = -3.174, relative change = 3.242e-05)
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## Completing Iteration 485 (approx. per word bound = -3.174, relative change = 3.050e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, jun, apr, text
## Topic 4: ethiopia, rebel, say, kill, somali
## Topic 5: --, africa, rebel, ogaden, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: attack, troop, govern, rebel, ogaden
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ethiopian, ogaden, africa, rebel, kill
## ..................................................................................................................
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## Completing Iteration 486 (approx. per word bound = -3.174, relative change = 2.878e-05)
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## Completing Iteration 487 (approx. per word bound = -3.173, relative change = 2.711e-05)
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## Completing Iteration 488 (approx. per word bound = -3.173, relative change = 2.482e-05)
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## Completing Iteration 489 (approx. per word bound = -3.173, relative change = 2.357e-05)
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## Completed E-Step (0 seconds).
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## Completing Iteration 490 (approx. per word bound = -3.173, relative change = 2.219e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, jun, apr, text
## Topic 4: ethiopia, rebel, say, kill, somali
## Topic 5: --, africa, rebel, ogaden, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: attack, troop, govern, rebel, ogaden
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ogaden, ethiopian, africa, rebel, kill
## ..................................................................................................................
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## Completing Iteration 491 (approx. per word bound = -3.173, relative change = 2.035e-05)
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## Completing Iteration 492 (approx. per word bound = -3.173, relative change = 1.948e-05)
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## Completing Iteration 493 (approx. per word bound = -3.173, relative change = 1.900e-05)
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## Completing Iteration 494 (approx. per word bound = -3.173, relative change = 1.912e-05)
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## Completing Iteration 495 (approx. per word bound = -3.173, relative change = 2.051e-05)
## Topic 1: claim, ethiopia, rebel, victori, battl
## Topic 2: africa, polit, aggreg, onlf, file
## Topic 3: africa, somali, jun, apr, text
## Topic 4: ethiopia, rebel, say, kill, somali
## Topic 5: --, africa, rebel, ogaden, ethiopian
## Topic 6: kill, soldier, rebel, govern, group
## Topic 7: attack, troop, govern, rebel, forc
## Topic 8: freedom, ogadeni, peopl, somali, africa
## Topic 9: ogaden, ethiopian, africa, rebel, kill
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 496 (approx. per word bound = -3.173, relative change = 2.381e-05)
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## Completing Iteration 497 (approx. per word bound = -3.173, relative change = 3.680e-05)
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## Completing Iteration 498 (approx. per word bound = -3.172, relative change = 8.049e-05)
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## Completing Iteration 499 (approx. per word bound = -3.172, relative change = 1.138e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Terminated Before Convergence Reached
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ..........
## Recovering initialization...
## ..
## Initialization complete.
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 1 (approx. per word bound = -4.358)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 2 (approx. per word bound = -3.958, relative change = 9.187e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 3 (approx. per word bound = -3.844, relative change = 2.876e-02)
## ..................................................................................................................
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## Completing Iteration 4 (approx. per word bound = -3.701, relative change = 3.733e-02)
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## Completing Iteration 5 (approx. per word bound = -3.640, relative change = 1.651e-02)
## Topic 1: ogaden, claim, forc, militari, somali
## Topic 2: group, ethiopian, --, battlefield, battl
## Topic 3: sep, onlin, polit, jun, victori
## Topic 4: ogaden, claim, forc, militari, somali
## Topic 5: kill, somali, apr, ethiopian, say
## Topic 6: troop, onlf, aggreg, die, hundr
## Topic 7: rebel, ethiopia, attack, success, africa
## Topic 8: africa, govern, soldier, ethiopian, communiqu
## Topic 9: somali, freedom, battl, recent, region
## Topic 10: ogadeni, peopl, freedom, armi, claim
## ..................................................................................................................
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## Completing Iteration 6 (approx. per word bound = -3.573, relative change = 1.817e-02)
## ..................................................................................................................
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## Completing Iteration 7 (approx. per word bound = -3.515, relative change = 1.638e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 8 (approx. per word bound = -3.480, relative change = 9.904e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 9 (approx. per word bound = -3.457, relative change = 6.647e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -3.439, relative change = 5.052e-03)
## Topic 1: ogaden, claim, forc, govt, victori
## Topic 2: ethiopian, group, --, battlefield, success
## Topic 3: sep, polit, onlin, jun, opposit
## Topic 4: claim, forc, ogaden, victori, militari
## Topic 5: kill, apr, ethiopian, somali, say
## Topic 6: troop, onlf, aggreg, die, hundr
## Topic 7: rebel, ethiopia, attack, victori, loyalist
## Topic 8: africa, govern, soldier, ethiopian, dozen
## Topic 9: somali, freedom, battl, recent, region
## Topic 10: ogadeni, peopl, freedom, crime, catalogu
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 11 (approx. per word bound = -3.427, relative change = 3.751e-03)
## ..................................................................................................................
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## Completing Iteration 12 (approx. per word bound = -3.416, relative change = 3.167e-03)
## ..................................................................................................................
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## Completing Iteration 13 (approx. per word bound = -3.406, relative change = 2.940e-03)
## ..................................................................................................................
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## Completing Iteration 14 (approx. per word bound = -3.397, relative change = 2.438e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 15 (approx. per word bound = -3.391, relative change = 1.877e-03)
## Topic 1: ogaden, claim, battl, govt, victori
## Topic 2: ethiopian, group, --, success, battlefield
## Topic 3: sep, polit, jun, onlin, armi
## Topic 4: forc, claim, victori, ogaden, militari
## Topic 5: kill, apr, ethiopian, say, clash
## Topic 6: troop, onlf, aggreg, onlin, die
## Topic 7: rebel, ethiopia, attack, victori, loyalist
## Topic 8: africa, govern, soldier, ethiopian, dozen
## Topic 9: somali, recent, freedom, region, battl
## Topic 10: ogadeni, peopl, freedom, catalogu, peac
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 16 (approx. per word bound = -3.386, relative change = 1.487e-03)
## ..................................................................................................................
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## Completing Iteration 17 (approx. per word bound = -3.382, relative change = 1.237e-03)
## ..................................................................................................................
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## Completing Iteration 18 (approx. per word bound = -3.378, relative change = 1.089e-03)
## ..................................................................................................................
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## Completing Iteration 19 (approx. per word bound = -3.375, relative change = 9.758e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 20 (approx. per word bound = -3.372, relative change = 9.209e-04)
## Topic 1: ogaden, claim, battl, govt, win
## Topic 2: ethiopian, group, --, success, battlefield
## Topic 3: sep, polit, jun, onlin, opposit
## Topic 4: forc, claim, victori, militari, ogaden
## Topic 5: kill, apr, ethiopian, say, clash
## Topic 6: troop, onlf, aggreg, onlin, die
## Topic 7: rebel, ethiopia, attack, victori, loyalist
## Topic 8: africa, govern, soldier, ethiopian, dozen
## Topic 9: somali, recent, freedom, ethiopia, dozen
## Topic 10: ogadeni, peopl, freedom, catalogu, peac
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 21 (approx. per word bound = -3.368, relative change = 9.952e-04)
## ..................................................................................................................
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## Completing Iteration 22 (approx. per word bound = -3.364, relative change = 1.168e-03)
## ..................................................................................................................
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## Completing Iteration 23 (approx. per word bound = -3.360, relative change = 1.420e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 24 (approx. per word bound = -3.354, relative change = 1.721e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -3.347, relative change = 2.022e-03)
## Topic 1: ogaden, claim, battl, armi, govt
## Topic 2: ethiopian, --, group, success, rebel
## Topic 3: sep, polit, onlin, jun, opposit
## Topic 4: forc, claim, victori, militari, ogaden
## Topic 5: kill, group, soldier, apr, ethiopian
## Topic 6: troop, onlf, aggreg, onlin, die
## Topic 7: rebel, ethiopia, attack, victori, loyalist
## Topic 8: africa, govern, soldier, ethiopian, dozen
## Topic 9: somali, recent, jun, freedom, ethiopia
## Topic 10: ogadeni, peopl, freedom, apr, jun
## ..................................................................................................................
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## Completing Iteration 26 (approx. per word bound = -3.340, relative change = 2.183e-03)
## ..................................................................................................................
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## Completing Iteration 27 (approx. per word bound = -3.333, relative change = 2.073e-03)
## ..................................................................................................................
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## Completing Iteration 28 (approx. per word bound = -3.327, relative change = 1.837e-03)
## ..................................................................................................................
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## Completing Iteration 29 (approx. per word bound = -3.321, relative change = 1.619e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -3.317, relative change = 1.434e-03)
## Topic 1: ogaden, claim, battl, recent, armi
## Topic 2: ethiopian, --, rebel, success, battlefield
## Topic 3: sep, onlin, polit, sever, opposit
## Topic 4: forc, claim, victori, militari, ogaden
## Topic 5: kill, soldier, group, polit, ethiopian
## Topic 6: troop, onlf, aggreg, onlin, die
## Topic 7: rebel, ethiopia, attack, victori, loyalist
## Topic 8: africa, govern, soldier, ethiopian, dozen
## Topic 9: somali, jun, ethiopia, crime, freedom
## Topic 10: ogadeni, peopl, freedom, apr, catalogu
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 31 (approx. per word bound = -3.312, relative change = 1.238e-03)
## ..................................................................................................................
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## Completing Iteration 32 (approx. per word bound = -3.309, relative change = 1.050e-03)
## ..................................................................................................................
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## Completing Iteration 33 (approx. per word bound = -3.306, relative change = 8.897e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 34 (approx. per word bound = -3.304, relative change = 7.564e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -3.301, relative change = 6.592e-04)
## Topic 1: ogaden, claim, battl, recent, armi
## Topic 2: ethiopian, --, rebel, success, govern
## Topic 3: sep, onlin, polit, sever, opposit
## Topic 4: forc, claim, victori, militari, ogaden
## Topic 5: kill, soldier, group, polit, ethiopian
## Topic 6: troop, onlf, aggreg, onlin, die
## Topic 7: rebel, ethiopia, attack, victori, fight
## Topic 8: africa, govern, soldier, ethiopian, somali
## Topic 9: somali, jun, ethiopia, crime, region
## Topic 10: ogadeni, freedom, peopl, apr, catalogu
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 36 (approx. per word bound = -3.299, relative change = 5.978e-04)
## ..................................................................................................................
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## Completing Iteration 37 (approx. per word bound = -3.298, relative change = 5.630e-04)
## ..................................................................................................................
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## Completing Iteration 38 (approx. per word bound = -3.296, relative change = 5.366e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 39 (approx. per word bound = -3.294, relative change = 4.947e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 40 (approx. per word bound = -3.293, relative change = 4.490e-04)
## Topic 1: ogaden, claim, battl, recent, armi
## Topic 2: ethiopian, --, rebel, govern, success
## Topic 3: sep, onlin, polit, sever, opposit
## Topic 4: forc, claim, victori, militari, ogaden
## Topic 5: kill, soldier, group, polit, ethiopian
## Topic 6: troop, onlf, aggreg, onlin, die
## Topic 7: rebel, ethiopia, attack, victori, fight
## Topic 8: africa, govern, soldier, ethiopian, somali
## Topic 9: somali, jun, ethiopia, crime, region
## Topic 10: ogadeni, freedom, peopl, apr, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 41 (approx. per word bound = -3.291, relative change = 4.267e-04)
## ..................................................................................................................
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## Completing Iteration 42 (approx. per word bound = -3.290, relative change = 4.279e-04)
## ..................................................................................................................
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## Completing Iteration 43 (approx. per word bound = -3.288, relative change = 4.430e-04)
## ..................................................................................................................
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## Completing Iteration 44 (approx. per word bound = -3.287, relative change = 4.611e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.285, relative change = 4.768e-04)
## Topic 1: ogaden, claim, battl, recent, armi
## Topic 2: ethiopian, --, rebel, govern, success
## Topic 3: sep, onlin, ethiopian, polit, sever
## Topic 4: forc, claim, victori, militari, ogaden
## Topic 5: kill, soldier, group, polit, ethiopian
## Topic 6: troop, onlf, aggreg, onlin, die
## Topic 7: rebel, ethiopia, attack, victori, fight
## Topic 8: africa, govern, soldier, ethiopian, somali
## Topic 9: somali, jun, africa, ethiopia, crime
## Topic 10: ogadeni, freedom, peopl, apr, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 46 (approx. per word bound = -3.284, relative change = 4.842e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 47 (approx. per word bound = -3.282, relative change = 4.857e-04)
## ..................................................................................................................
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## Completing Iteration 48 (approx. per word bound = -3.281, relative change = 4.875e-04)
## ..................................................................................................................
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## Completing Iteration 49 (approx. per word bound = -3.279, relative change = 4.940e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.277, relative change = 5.138e-04)
## Topic 1: ogaden, claim, battl, recent, armi
## Topic 2: ethiopian, --, rebel, govern, success
## Topic 3: sep, ethiopian, onlin, sever, polit
## Topic 4: forc, claim, victori, ogaden, militari
## Topic 5: kill, soldier, group, polit, apr
## Topic 6: troop, onlf, aggreg, onlin, die
## Topic 7: rebel, ethiopia, attack, victori, fight
## Topic 8: africa, govern, sever, soldier, somali
## Topic 9: somali, jun, africa, crime, ethiopia
## Topic 10: ogadeni, freedom, peopl, apr, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 51 (approx. per word bound = -3.275, relative change = 5.362e-04)
## ..................................................................................................................
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## Completing Iteration 52 (approx. per word bound = -3.274, relative change = 5.432e-04)
## ..................................................................................................................
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## Completing Iteration 53 (approx. per word bound = -3.272, relative change = 5.546e-04)
## ..................................................................................................................
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## Completing Iteration 54 (approx. per word bound = -3.270, relative change = 5.837e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -3.268, relative change = 6.159e-04)
## Topic 1: ogaden, claim, battl, recent, armi
## Topic 2: ethiopian, --, rebel, govern, success
## Topic 3: ethiopian, sep, onlin, sever, opposit
## Topic 4: claim, forc, victori, group, militari
## Topic 5: kill, soldier, group, polit, apr
## Topic 6: troop, onlf, aggreg, onlin, battl
## Topic 7: rebel, ethiopia, attack, victori, fight
## Topic 8: africa, govern, sever, somali, ethiopian
## Topic 9: somali, jun, africa, crime, ogaden
## Topic 10: ogadeni, freedom, peopl, apr, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 56 (approx. per word bound = -3.266, relative change = 6.196e-04)
## ..................................................................................................................
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## Completing Iteration 57 (approx. per word bound = -3.264, relative change = 5.699e-04)
## ..................................................................................................................
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## Completing Iteration 58 (approx. per word bound = -3.262, relative change = 5.488e-04)
## ..................................................................................................................
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## Completing Iteration 59 (approx. per word bound = -3.260, relative change = 5.410e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 60 (approx. per word bound = -3.259, relative change = 5.346e-04)
## Topic 1: ogaden, claim, battl, recent, armi
## Topic 2: ethiopian, --, rebel, govern, success
## Topic 3: ethiopian, onlin, sep, opposit, polit
## Topic 4: claim, forc, victori, group, govern
## Topic 5: kill, soldier, group, polit, apr
## Topic 6: troop, onlf, ogaden, onlin, aggreg
## Topic 7: rebel, ethiopia, attack, victori, fight
## Topic 8: africa, govern, sever, somali, ogaden
## Topic 9: somali, jun, africa, ogaden, crime
## Topic 10: freedom, ogadeni, peopl, apr, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 61 (approx. per word bound = -3.257, relative change = 5.271e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 62 (approx. per word bound = -3.255, relative change = 5.251e-04)
## ..................................................................................................................
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## Completing Iteration 63 (approx. per word bound = -3.254, relative change = 5.343e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 64 (approx. per word bound = -3.252, relative change = 5.501e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -3.250, relative change = 5.630e-04)
## Topic 1: ogaden, claim, battl, recent, armi
## Topic 2: ethiopian, --, rebel, govern, forc
## Topic 3: ethiopian, onlin, sep, opposit, ogaden
## Topic 4: claim, forc, victori, group, govern
## Topic 5: kill, soldier, group, polit, govern
## Topic 6: troop, onlf, ogaden, onlin, battl
## Topic 7: rebel, ethiopia, attack, victori, fight
## Topic 8: africa, govern, sever, somali, ogaden
## Topic 9: somali, jun, africa, crime, ogaden
## Topic 10: freedom, ogadeni, peopl, apr, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 66 (approx. per word bound = -3.248, relative change = 5.687e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 67 (approx. per word bound = -3.246, relative change = 5.687e-04)
## ..................................................................................................................
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## Completing Iteration 68 (approx. per word bound = -3.244, relative change = 5.662e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 69 (approx. per word bound = -3.243, relative change = 5.650e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.241, relative change = 5.602e-04)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: ethiopian, --, rebel, govern, forc
## Topic 3: ethiopian, ogaden, onlin, sep, opposit
## Topic 4: claim, forc, victori, rebel, govern
## Topic 5: kill, soldier, govern, polit, group
## Topic 6: troop, ogaden, onlf, battl, onlin
## Topic 7: rebel, ethiopia, attack, victori, kill
## Topic 8: africa, govern, sever, somali, sep
## Topic 9: somali, jun, africa, crime, ethiopia
## Topic 10: freedom, ogadeni, peopl, apr, africa
## ..................................................................................................................
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## Completing Iteration 71 (approx. per word bound = -3.239, relative change = 5.486e-04)
## ..................................................................................................................
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## Completing Iteration 72 (approx. per word bound = -3.237, relative change = 5.725e-04)
## ..................................................................................................................
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## Completing Iteration 73 (approx. per word bound = -3.235, relative change = 6.739e-04)
## ..................................................................................................................
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## Completing Iteration 74 (approx. per word bound = -3.232, relative change = 7.583e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 75 (approx. per word bound = -3.230, relative change = 6.837e-04)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: ethiopian, --, rebel, govern, ogaden
## Topic 3: ethiopian, ogaden, onlin, sep, opposit
## Topic 4: claim, forc, victori, rebel, govern
## Topic 5: kill, soldier, govern, polit, group
## Topic 6: troop, ogaden, onlf, battl, onlin
## Topic 7: rebel, ethiopia, attack, victori, kill
## Topic 8: africa, govern, sever, somali, sep
## Topic 9: somali, jun, africa, crime, ethiopia
## Topic 10: freedom, ogadeni, peopl, apr, catalogu
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 76 (approx. per word bound = -3.229, relative change = 5.338e-04)
## ..................................................................................................................
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## Completing Iteration 77 (approx. per word bound = -3.227, relative change = 4.183e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 78 (approx. per word bound = -3.226, relative change = 3.467e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 79 (approx. per word bound = -3.225, relative change = 2.986e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 80 (approx. per word bound = -3.224, relative change = 2.666e-04)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, ethiopian, rebel, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, sep, opposit
## Topic 4: claim, forc, victori, rebel, govern
## Topic 5: kill, soldier, govern, rebel, polit
## Topic 6: troop, ogaden, onlf, battl, onlin
## Topic 7: rebel, ethiopia, attack, victori, kill
## Topic 8: africa, govern, sever, somali, sep
## Topic 9: somali, jun, africa, crime, ethiopia
## Topic 10: freedom, ogadeni, peopl, apr, catalogu
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 81 (approx. per word bound = -3.223, relative change = 2.495e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 82 (approx. per word bound = -3.223, relative change = 2.469e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 83 (approx. per word bound = -3.222, relative change = 2.596e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 84 (approx. per word bound = -3.221, relative change = 2.898e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -3.220, relative change = 3.377e-04)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, ethiopian, rebel, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, sep, opposit
## Topic 4: claim, forc, victori, rebel, govern
## Topic 5: kill, soldier, govern, rebel, polit
## Topic 6: troop, ogaden, onlf, battl, ethiopian
## Topic 7: rebel, ethiopia, attack, victori, kill
## Topic 8: africa, govern, sep, somali, sever
## Topic 9: somali, jun, africa, crime, ethiopia
## Topic 10: freedom, ogadeni, peopl, apr, catalogu
## ..................................................................................................................
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## Completing Iteration 86 (approx. per word bound = -3.219, relative change = 3.853e-04)
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## Completing Iteration 87 (approx. per word bound = -3.217, relative change = 4.067e-04)
## ..................................................................................................................
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## Completing Iteration 88 (approx. per word bound = -3.216, relative change = 4.017e-04)
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## Completing Iteration 89 (approx. per word bound = -3.215, relative change = 3.700e-04)
## ..................................................................................................................
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## Completing Iteration 90 (approx. per word bound = -3.214, relative change = 3.461e-04)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, sep, opposit
## Topic 4: claim, forc, victori, rebel, govern
## Topic 5: kill, soldier, govern, rebel, polit
## Topic 6: ogaden, onlf, troop, battl, onlin
## Topic 7: rebel, ethiopia, attack, troop, govern
## Topic 8: africa, sep, govern, somali, sever
## Topic 9: somali, jun, africa, crime, ethiopia
## Topic 10: freedom, ogadeni, peopl, apr, catalogu
## ..................................................................................................................
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## Completing Iteration 91 (approx. per word bound = -3.213, relative change = 3.180e-04)
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## Completing Iteration 92 (approx. per word bound = -3.212, relative change = 3.106e-04)
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## Completing Iteration 93 (approx. per word bound = -3.211, relative change = 3.466e-04)
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## Completing Iteration 94 (approx. per word bound = -3.209, relative change = 4.098e-04)
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## Completing Iteration 95 (approx. per word bound = -3.208, relative change = 4.818e-04)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, opposit, sep
## Topic 4: claim, forc, victori, rebel, govern
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, attack, troop, govern
## Topic 8: africa, sep, govern, somali, sever
## Topic 9: somali, jun, africa, crime, text
## Topic 10: freedom, ogadeni, peopl, apr, catalogu
## ..................................................................................................................
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## Completing Iteration 96 (approx. per word bound = -3.206, relative change = 5.190e-04)
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## Completing Iteration 97 (approx. per word bound = -3.204, relative change = 5.032e-04)
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## Completing Iteration 98 (approx. per word bound = -3.203, relative change = 4.735e-04)
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## Completing Iteration 99 (approx. per word bound = -3.201, relative change = 4.378e-04)
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## Completing Iteration 100 (approx. per word bound = -3.200, relative change = 3.959e-04)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, opposit, inflict
## Topic 4: claim, forc, rebel, victori, govern
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, attack, troop, govern
## Topic 8: africa, sep, somali, govern, shabeell
## Topic 9: somali, jun, africa, crime, text
## Topic 10: freedom, ogadeni, peopl, apr, sep
## ..................................................................................................................
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## Completing Iteration 101 (approx. per word bound = -3.199, relative change = 3.471e-04)
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## Completing Iteration 102 (approx. per word bound = -3.198, relative change = 3.060e-04)
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## Completing Iteration 103 (approx. per word bound = -3.197, relative change = 2.748e-04)
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## Completing Iteration 104 (approx. per word bound = -3.196, relative change = 2.501e-04)
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## Completing Iteration 105 (approx. per word bound = -3.196, relative change = 2.331e-04)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, opposit, inflict
## Topic 4: claim, rebel, forc, victori, govern
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, attack, troop, somali
## Topic 8: africa, sep, somali, govern, shabeell
## Topic 9: somali, jun, africa, crime, text
## Topic 10: freedom, ogadeni, peopl, apr, sep
## ..................................................................................................................
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## Completing Iteration 106 (approx. per word bound = -3.195, relative change = 2.173e-04)
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## Completing Iteration 108 (approx. per word bound = -3.194, relative change = 1.940e-04)
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## Completing Iteration 109 (approx. per word bound = -3.193, relative change = 1.849e-04)
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## Completing Iteration 110 (approx. per word bound = -3.193, relative change = 1.782e-04)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, opposit, inflict
## Topic 4: claim, rebel, forc, victori, govern
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, attack, troop, somali
## Topic 8: africa, sep, somali, shabeell, govern
## Topic 9: somali, jun, africa, crime, text
## Topic 10: freedom, ogadeni, peopl, apr, sep
## ..................................................................................................................
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## Completing Iteration 111 (approx. per word bound = -3.192, relative change = 1.725e-04)
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## Completing Iteration 112 (approx. per word bound = -3.191, relative change = 1.689e-04)
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## Completing Iteration 113 (approx. per word bound = -3.191, relative change = 1.665e-04)
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## Completing Iteration 114 (approx. per word bound = -3.190, relative change = 1.657e-04)
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## Completing Iteration 115 (approx. per word bound = -3.190, relative change = 1.669e-04)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, opposit, inflict
## Topic 4: claim, rebel, forc, victori, govern
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, attack, troop, somali
## Topic 8: africa, sep, shabeell, somali, govern
## Topic 9: somali, jun, africa, crime, text
## Topic 10: freedom, ogadeni, peopl, apr, sep
## ..................................................................................................................
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## Completing Iteration 116 (approx. per word bound = -3.189, relative change = 1.705e-04)
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## Completing Iteration 117 (approx. per word bound = -3.189, relative change = 1.759e-04)
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## Completing Iteration 118 (approx. per word bound = -3.188, relative change = 1.818e-04)
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## Completing Iteration 119 (approx. per word bound = -3.188, relative change = 1.778e-04)
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## Completing Iteration 120 (approx. per word bound = -3.187, relative change = 1.659e-04)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, opposit, africa
## Topic 4: claim, rebel, forc, victori, govern
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, attack, somali, troop
## Topic 8: africa, shabeell, sep, somali, govern
## Topic 9: somali, africa, jun, crime, text
## Topic 10: freedom, ogadeni, peopl, apr, sep
## ..................................................................................................................
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## Completing Iteration 121 (approx. per word bound = -3.187, relative change = 1.550e-04)
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## Completing Iteration 122 (approx. per word bound = -3.186, relative change = 1.473e-04)
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## Completing Iteration 123 (approx. per word bound = -3.186, relative change = 1.420e-04)
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## Completing Iteration 124 (approx. per word bound = -3.185, relative change = 1.374e-04)
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## Completing Iteration 125 (approx. per word bound = -3.185, relative change = 1.338e-04)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, africa, opposit
## Topic 4: claim, rebel, forc, victori, govern
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, shabeell, sep, somali, govern
## Topic 9: somali, africa, jun, crime, text
## Topic 10: freedom, ogadeni, peopl, apr, sep
## ..................................................................................................................
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## Completing Iteration 126 (approx. per word bound = -3.184, relative change = 1.306e-04)
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## Completing Iteration 127 (approx. per word bound = -3.184, relative change = 1.279e-04)
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## Completing Iteration 128 (approx. per word bound = -3.184, relative change = 1.253e-04)
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## Completing Iteration 129 (approx. per word bound = -3.183, relative change = 1.223e-04)
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## Completing Iteration 130 (approx. per word bound = -3.183, relative change = 1.178e-04)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, africa, opposit
## Topic 4: claim, rebel, forc, victori, govern
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, shabeell, sep, somali, govern
## Topic 9: somali, africa, jun, crime, text
## Topic 10: freedom, ogadeni, peopl, apr, sep
## ..................................................................................................................
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## Completing Iteration 131 (approx. per word bound = -3.182, relative change = 1.120e-04)
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## Completing Iteration 132 (approx. per word bound = -3.182, relative change = 1.050e-04)
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## Completing Iteration 133 (approx. per word bound = -3.182, relative change = 9.646e-05)
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## Completing Iteration 134 (approx. per word bound = -3.182, relative change = 8.885e-05)
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## Completing Iteration 135 (approx. per word bound = -3.181, relative change = 8.016e-05)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, africa, opposit
## Topic 4: claim, rebel, forc, victori, govern
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, shabeell, sep, somali, govern
## Topic 9: somali, africa, jun, crime, text
## Topic 10: freedom, ogadeni, peopl, apr, sep
## ..................................................................................................................
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## Completing Iteration 136 (approx. per word bound = -3.181, relative change = 7.246e-05)
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## Completing Iteration 137 (approx. per word bound = -3.181, relative change = 6.467e-05)
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## Completing Iteration 138 (approx. per word bound = -3.181, relative change = 5.792e-05)
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## Completing Iteration 139 (approx. per word bound = -3.181, relative change = 5.221e-05)
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## Completing Iteration 140 (approx. per word bound = -3.180, relative change = 4.646e-05)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, africa, rebel
## Topic 4: claim, rebel, forc, victori, govern
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, shabeell, sep, somali, independ
## Topic 9: somali, africa, jun, crime, text
## Topic 10: freedom, ogadeni, peopl, apr, sep
## ..................................................................................................................
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## Completing Iteration 141 (approx. per word bound = -3.180, relative change = 4.274e-05)
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## Completing Iteration 142 (approx. per word bound = -3.180, relative change = 3.898e-05)
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## Completing Iteration 143 (approx. per word bound = -3.180, relative change = 3.659e-05)
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## Completing Iteration 144 (approx. per word bound = -3.180, relative change = 3.449e-05)
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## Completing Iteration 145 (approx. per word bound = -3.180, relative change = 3.354e-05)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, africa, rebel
## Topic 4: claim, forc, rebel, victori, govern
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, shabeell, sep, somali, independ
## Topic 9: somali, africa, jun, crime, text
## Topic 10: freedom, ogadeni, peopl, apr, sep
## ..................................................................................................................
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## Completing Iteration 146 (approx. per word bound = -3.180, relative change = 3.303e-05)
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## Completing Iteration 147 (approx. per word bound = -3.180, relative change = 3.426e-05)
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## Completing Iteration 148 (approx. per word bound = -3.179, relative change = 3.516e-05)
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## Completing Iteration 149 (approx. per word bound = -3.179, relative change = 3.803e-05)
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## Completing Iteration 150 (approx. per word bound = -3.179, relative change = 4.087e-05)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, africa, rebel
## Topic 4: claim, rebel, forc, victori, govern
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, shabeell, independ, one, twenti
## Topic 9: somali, africa, jun, sep, crime
## Topic 10: freedom, ogadeni, peopl, apr, sep
## ..................................................................................................................
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## Completing Iteration 151 (approx. per word bound = -3.179, relative change = 4.588e-05)
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## Completing Iteration 152 (approx. per word bound = -3.179, relative change = 5.219e-05)
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## Completing Iteration 153 (approx. per word bound = -3.179, relative change = 6.443e-05)
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## Completing Iteration 154 (approx. per word bound = -3.178, relative change = 1.132e-04)
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## Completing Iteration 155 (approx. per word bound = -3.178, relative change = 2.393e-04)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, africa, rebel
## Topic 4: claim, rebel, forc, victori, govern
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, independ, one, twenti, somali
## Topic 9: somali, africa, jun, sep, crime
## Topic 10: freedom, ogadeni, peopl, apr, sep
## ..................................................................................................................
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## Completing Iteration 156 (approx. per word bound = -3.177, relative change = 1.691e-04)
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## Completing Iteration 157 (approx. per word bound = -3.177, relative change = 5.993e-05)
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## Completing Iteration 158 (approx. per word bound = -3.177, relative change = 4.604e-05)
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## Completing Iteration 159 (approx. per word bound = -3.177, relative change = 4.418e-05)
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## Completing Iteration 160 (approx. per word bound = -3.176, relative change = 4.206e-05)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, africa, rebel
## Topic 4: claim, rebel, forc, victori, govern
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, somali, sep, independ, one
## Topic 9: somali, africa, jun, sep, crime
## Topic 10: freedom, ogadeni, peopl, apr, somali
## ..................................................................................................................
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## Completing Iteration 161 (approx. per word bound = -3.176, relative change = 4.223e-05)
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## Completing Iteration 162 (approx. per word bound = -3.176, relative change = 3.975e-05)
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## Completing Iteration 163 (approx. per word bound = -3.176, relative change = 3.940e-05)
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## Completing Iteration 164 (approx. per word bound = -3.176, relative change = 3.774e-05)
## ..................................................................................................................
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## Completing Iteration 165 (approx. per word bound = -3.176, relative change = 3.737e-05)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, africa, rebel
## Topic 4: claim, rebel, forc, govern, victori
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, somali, sep, shabeell, independ
## Topic 9: somali, africa, jun, sep, crime
## Topic 10: freedom, ogadeni, peopl, apr, somali
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 166 (approx. per word bound = -3.176, relative change = 3.695e-05)
## ..................................................................................................................
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## Completing Iteration 167 (approx. per word bound = -3.176, relative change = 3.665e-05)
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## Completing Iteration 169 (approx. per word bound = -3.175, relative change = 4.005e-05)
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## Completing Iteration 170 (approx. per word bound = -3.175, relative change = 4.672e-05)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, africa, rebel
## Topic 4: claim, rebel, forc, govern, victori
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, somali, sep, shabeell, apr
## Topic 9: somali, africa, jun, sep, crime
## Topic 10: freedom, ogadeni, peopl, apr, somali
## ..................................................................................................................
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## Completing Iteration 171 (approx. per word bound = -3.175, relative change = 5.561e-05)
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## Completing Iteration 172 (approx. per word bound = -3.175, relative change = 6.404e-05)
## ..................................................................................................................
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## Completing Iteration 173 (approx. per word bound = -3.175, relative change = 6.019e-05)
## ..................................................................................................................
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## Completing Iteration 174 (approx. per word bound = -3.174, relative change = 4.290e-05)
## ..................................................................................................................
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## Completing Iteration 175 (approx. per word bound = -3.174, relative change = 3.051e-05)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, africa, rebel
## Topic 4: claim, rebel, forc, govern, victori
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, somali, sep, apr, ogaden
## Topic 9: somali, africa, jun, sep, crime
## Topic 10: freedom, ogadeni, peopl, apr, somali
## ..................................................................................................................
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## Completing Iteration 176 (approx. per word bound = -3.174, relative change = 2.273e-05)
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## Completing Iteration 177 (approx. per word bound = -3.174, relative change = 1.798e-05)
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## Completing Iteration 180 (approx. per word bound = -3.174, relative change = 1.706e-05)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, africa, rebel
## Topic 4: claim, rebel, forc, govern, victori
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, soldier
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, somali, sep, apr, ogaden
## Topic 9: somali, africa, jun, sep, crime
## Topic 10: freedom, ogadeni, peopl, apr, somali
## ..................................................................................................................
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## Completing Iteration 181 (approx. per word bound = -3.174, relative change = 1.942e-05)
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## Completing Iteration 182 (approx. per word bound = -3.174, relative change = 2.261e-05)
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## Completing Iteration 183 (approx. per word bound = -3.174, relative change = 2.971e-05)
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## Completing Iteration 184 (approx. per word bound = -3.174, relative change = 3.682e-05)
## ..................................................................................................................
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## Completing Iteration 185 (approx. per word bound = -3.174, relative change = 4.600e-05)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, africa, rebel
## Topic 4: claim, rebel, forc, govern, victori
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, somali, sep, apr, ogaden
## Topic 9: somali, africa, jun, sep, crime
## Topic 10: freedom, ogadeni, peopl, apr, somali
## ..................................................................................................................
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## Completing Iteration 186 (approx. per word bound = -3.173, relative change = 5.163e-05)
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## Completing Iteration 187 (approx. per word bound = -3.173, relative change = 5.183e-05)
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## Completing Iteration 188 (approx. per word bound = -3.173, relative change = 4.842e-05)
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## Completing Iteration 189 (approx. per word bound = -3.173, relative change = 4.466e-05)
## ..................................................................................................................
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## Completing Iteration 190 (approx. per word bound = -3.173, relative change = 4.528e-05)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, africa, rebel
## Topic 4: claim, rebel, forc, govern, victori
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, somali, sep, apr, ogaden
## Topic 9: somali, africa, jun, sep, crime
## Topic 10: freedom, ogadeni, peopl, somali, apr
## ..................................................................................................................
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## Completing Iteration 191 (approx. per word bound = -3.173, relative change = 5.225e-05)
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## Completing Iteration 192 (approx. per word bound = -3.172, relative change = 6.479e-05)
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## Completing Iteration 193 (approx. per word bound = -3.172, relative change = 8.581e-05)
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## Completing Iteration 194 (approx. per word bound = -3.172, relative change = 1.139e-04)
## ..................................................................................................................
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## Completing Iteration 195 (approx. per word bound = -3.171, relative change = 1.472e-04)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, africa, rebel
## Topic 4: claim, rebel, forc, govern, victori
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, somali, sep, apr, ogaden
## Topic 9: somali, africa, jun, sep, crime
## Topic 10: freedom, ogadeni, peopl, somali, apr
## ..................................................................................................................
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## Completing Iteration 196 (approx. per word bound = -3.171, relative change = 1.615e-04)
## ..................................................................................................................
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## Completing Iteration 197 (approx. per word bound = -3.170, relative change = 1.322e-04)
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## Completing Iteration 198 (approx. per word bound = -3.170, relative change = 1.006e-04)
## ..................................................................................................................
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## Completing Iteration 199 (approx. per word bound = -3.170, relative change = 8.440e-05)
## ..................................................................................................................
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## Completing Iteration 200 (approx. per word bound = -3.170, relative change = 7.274e-05)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, africa, rebel
## Topic 4: claim, rebel, forc, govern, victori
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, somali, apr, sep, ogaden
## Topic 9: somali, africa, jun, sep, apr
## Topic 10: freedom, ogadeni, peopl, somali, apr
## ..................................................................................................................
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## Completing Iteration 201 (approx. per word bound = -3.169, relative change = 6.299e-05)
## ..................................................................................................................
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## Completing Iteration 202 (approx. per word bound = -3.169, relative change = 5.420e-05)
## ..................................................................................................................
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## Completing Iteration 203 (approx. per word bound = -3.169, relative change = 4.943e-05)
## ..................................................................................................................
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## Completing Iteration 204 (approx. per word bound = -3.169, relative change = 4.575e-05)
## ..................................................................................................................
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## Completing Iteration 205 (approx. per word bound = -3.169, relative change = 6.538e-05)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, govern
## Topic 3: ogaden, ethiopian, onlin, africa, rebel
## Topic 4: claim, rebel, forc, govern, victori
## Topic 5: kill, soldier, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, somali, apr, sep, ogaden
## Topic 9: somali, africa, jun, sep, apr
## Topic 10: freedom, ogadeni, peopl, somali, apr
## ..................................................................................................................
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## Completing Iteration 206 (approx. per word bound = -3.168, relative change = 1.559e-04)
## ..................................................................................................................
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## Completing Iteration 207 (approx. per word bound = -3.168, relative change = 1.530e-04)
## ..................................................................................................................
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## Completing Iteration 208 (approx. per word bound = -3.168, relative change = 4.628e-05)
## ..................................................................................................................
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## Completing Iteration 209 (approx. per word bound = -3.167, relative change = 2.799e-05)
## ..................................................................................................................
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## Completing Iteration 210 (approx. per word bound = -3.167, relative change = 2.661e-05)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, africa
## Topic 3: ogaden, ethiopian, onlin, africa, rebel
## Topic 4: claim, rebel, forc, govern, victori
## Topic 5: soldier, kill, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, somali, apr, politica, sep
## Topic 9: somali, africa, jun, apr, sep
## Topic 10: freedom, ogadeni, peopl, somali, catalogu
## ..................................................................................................................
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## Completing Iteration 211 (approx. per word bound = -3.167, relative change = 2.514e-05)
## ..................................................................................................................
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## Completing Iteration 212 (approx. per word bound = -3.167, relative change = 2.528e-05)
## ..................................................................................................................
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## Completing Iteration 213 (approx. per word bound = -3.167, relative change = 2.679e-05)
## ..................................................................................................................
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## Completing Iteration 214 (approx. per word bound = -3.167, relative change = 3.177e-05)
## ..................................................................................................................
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## Completing Iteration 215 (approx. per word bound = -3.167, relative change = 4.074e-05)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, ogaden, africa
## Topic 3: ogaden, ethiopian, onlin, africa, rebel
## Topic 4: claim, rebel, forc, govern, victori
## Topic 5: soldier, kill, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, somali, politica, apr, sep
## Topic 9: somali, africa, jun, apr, sep
## Topic 10: freedom, ogadeni, peopl, somali, catalogu
## ..................................................................................................................
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## Completing Iteration 216 (approx. per word bound = -3.167, relative change = 5.701e-05)
## ..................................................................................................................
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## Completing Iteration 217 (approx. per word bound = -3.167, relative change = 5.545e-05)
## ..................................................................................................................
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## Completing Iteration 218 (approx. per word bound = -3.166, relative change = 3.643e-05)
## ..................................................................................................................
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## Completing Iteration 219 (approx. per word bound = -3.166, relative change = 2.440e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 220 (approx. per word bound = -3.166, relative change = 2.372e-05)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, africa, ogaden
## Topic 3: ogaden, ethiopian, onlin, africa, rebel
## Topic 4: claim, rebel, govern, forc, victori
## Topic 5: soldier, kill, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, somali, politica, apr, sep
## Topic 9: somali, africa, jun, apr, sep
## Topic 10: freedom, ogadeni, peopl, somali, catalogu
## ..................................................................................................................
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## Completing Iteration 221 (approx. per word bound = -3.166, relative change = 2.405e-05)
## ..................................................................................................................
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## Completing Iteration 222 (approx. per word bound = -3.166, relative change = 2.833e-05)
## ..................................................................................................................
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## Completing Iteration 223 (approx. per word bound = -3.166, relative change = 3.845e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 224 (approx. per word bound = -3.166, relative change = 5.298e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 225 (approx. per word bound = -3.166, relative change = 6.987e-05)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, africa, ogaden
## Topic 3: ogaden, ethiopian, onlin, africa, rebel
## Topic 4: claim, rebel, govern, forc, victori
## Topic 5: soldier, kill, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, politica, somali, apr, sep
## Topic 9: somali, africa, jun, apr, sep
## Topic 10: freedom, ogadeni, peopl, somali, catalogu
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 226 (approx. per word bound = -3.166, relative change = 3.710e-05)
## ..................................................................................................................
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## Completing Iteration 227 (approx. per word bound = -3.165, relative change = 2.900e-05)
## ..................................................................................................................
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## Completing Iteration 228 (approx. per word bound = -3.165, relative change = 2.921e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 229 (approx. per word bound = -3.165, relative change = 2.956e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 230 (approx. per word bound = -3.165, relative change = 2.905e-05)
## Topic 1: claim, ogaden, battl, recent, armi
## Topic 2: --, rebel, ethiopian, africa, ogaden
## Topic 3: ogaden, ethiopian, onlin, africa, rebel
## Topic 4: claim, rebel, govern, forc, victori
## Topic 5: soldier, kill, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, politica, somali, apr, sep
## Topic 9: somali, africa, jun, apr, sep
## Topic 10: freedom, ogadeni, peopl, somali, catalogu
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 231 (approx. per word bound = -3.165, relative change = 2.830e-05)
## ..................................................................................................................
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## Completing Iteration 232 (approx. per word bound = -3.165, relative change = 2.683e-05)
## ..................................................................................................................
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## Completing Iteration 233 (approx. per word bound = -3.165, relative change = 2.465e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 234 (approx. per word bound = -3.165, relative change = 2.374e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 235 (approx. per word bound = -3.165, relative change = 2.207e-05)
## Topic 1: claim, ogaden, battl, recent, somali
## Topic 2: --, rebel, ethiopian, africa, ogaden
## Topic 3: ogaden, ethiopian, onlin, africa, rebel
## Topic 4: claim, rebel, govern, forc, victori
## Topic 5: soldier, kill, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, politica, somali, apr, sep
## Topic 9: somali, africa, jun, apr, sep
## Topic 10: freedom, ogadeni, peopl, somali, catalogu
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 236 (approx. per word bound = -3.165, relative change = 2.153e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 237 (approx. per word bound = -3.165, relative change = 2.114e-05)
## ..................................................................................................................
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## Completing Iteration 238 (approx. per word bound = -3.165, relative change = 2.120e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 239 (approx. per word bound = -3.164, relative change = 2.244e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 240 (approx. per word bound = -3.164, relative change = 2.310e-05)
## Topic 1: ogaden, claim, battl, recent, somali
## Topic 2: --, rebel, ethiopian, africa, ogaden
## Topic 3: ogaden, ethiopian, onlin, africa, rebel
## Topic 4: claim, rebel, govern, forc, victori
## Topic 5: soldier, kill, rebel, govern, polit
## Topic 6: ogaden, onlf, battl, onlin, aggreg
## Topic 7: rebel, ethiopia, somali, attack, troop
## Topic 8: africa, politica, somali, apr, sep
## Topic 9: somali, africa, jun, apr, sep
## Topic 10: freedom, ogadeni, peopl, somali, catalogu
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 241 (approx. per word bound = -3.164, relative change = 2.789e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 242 (approx. per word bound = -3.164, relative change = 4.399e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ...........
## Recovering initialization...
## ..
## Initialization complete.
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.518)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 2 (approx. per word bound = -3.897, relative change = 1.376e-01)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 3 (approx. per word bound = -3.769, relative change = 3.274e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -3.749, relative change = 5.190e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -3.712, relative change = 9.921e-03)
## Topic 1: peopl, africa, apr, success, forc
## Topic 2: onlin, battlefield, inflict, region, fight
## Topic 3: somali, polit, attack, sever, peopl
## Topic 4: peopl, africa, apr, success, forc
## Topic 5: victori, forc, onlf, liber, nation
## Topic 6: aggreg, ogaden, win, militarycommuniqu, ababa
## Topic 7: ogaden, rebel, kill, group, ethiopian
## Topic 8: govern, soldier, --, troop, ethiopian
## Topic 9: battl, ethiopian, front, opposit, dozen
## Topic 10: africa, ogadeni, sep, ogaden, jun
## Topic 11: freedom, claim, africa, ogadeni, ethiopia
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -3.672, relative change = 1.088e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -3.543, relative change = 3.518e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -3.541, relative change = 4.552e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -3.520, relative change = 5.930e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -3.493, relative change = 7.761e-03)
## Topic 1: peopl, africa, apr, freedom, arab
## Topic 2: onlin, battlefield, inflict, region, fight
## Topic 3: somali, polit, attack, sever, govt
## Topic 4: africa, peopl, success, freedom, forc
## Topic 5: forc, victori, onlf, liber, nation
## Topic 6: aggreg, ogaden, win, ababa, addi
## Topic 7: rebel, ogaden, kill, group, ethiopian
## Topic 8: govern, soldier, --, troop, ethiopian
## Topic 9: battl, ethiopian, opposit, dozen, front
## Topic 10: africa, ogadeni, sep, jun, say
## Topic 11: freedom, claim, ogadeni, ethiopia, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -3.469, relative change = 6.697e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -3.447, relative change = 6.347e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -3.428, relative change = 5.482e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -3.414, relative change = 4.316e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -3.402, relative change = 3.528e-03)
## Topic 1: peopl, freedom, apr, africa, ogadeni
## Topic 2: onlin, battlefield, inflict, region, fight
## Topic 3: somali, polit, attack, sever, govt
## Topic 4: africa, success, forc, peopl, middl
## Topic 5: forc, victori, onlf, militari, front
## Topic 6: aggreg, ogaden, win, ababa, addi
## Topic 7: rebel, ogaden, kill, group, ethiopian
## Topic 8: govern, soldier, --, troop, ethiopian
## Topic 9: battl, ethiopian, opposit, recent, armi
## Topic 10: africa, ogadeni, sep, jun, freedom
## Topic 11: freedom, ogadeni, claim, ethiopia, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -3.391, relative change = 3.228e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -3.381, relative change = 2.803e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -3.373, relative change = 2.411e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -3.365, relative change = 2.224e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -3.358, relative change = 2.111e-03)
## Topic 1: peopl, freedom, apr, africa, ogadeni
## Topic 2: onlin, battlefield, inflict, region, fight
## Topic 3: somali, polit, sever, govt, attack
## Topic 4: africa, success, forc, --, battlefield
## Topic 5: victori, forc, onlf, militari, sep
## Topic 6: aggreg, ogaden, win, ababa, addi
## Topic 7: rebel, ogaden, kill, ethiopian, group
## Topic 8: govern, soldier, --, troop, attack
## Topic 9: battl, ethiopian, recent, ogaden, opposit
## Topic 10: africa, ogadeni, jun, sep, freedom
## Topic 11: ogadeni, freedom, ethiopia, claim, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -3.351, relative change = 2.170e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -3.343, relative change = 2.466e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -3.334, relative change = 2.679e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -3.326, relative change = 2.325e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -3.319, relative change = 2.026e-03)
## Topic 1: peopl, freedom, apr, ogadeni, africa
## Topic 2: onlin, inflict, armi, fight, region
## Topic 3: somali, polit, sever, govt, peopl
## Topic 4: africa, --, success, forc, battlefield
## Topic 5: victori, forc, claim, sep, onlf
## Topic 6: aggreg, ogaden, win, ababa, addi
## Topic 7: rebel, ogaden, kill, ethiopian, group
## Topic 8: govern, soldier, attack, troop, ethiopian
## Topic 9: battl, ogaden, ethiopian, recent, armi
## Topic 10: africa, ogadeni, jun, freedom, sep
## Topic 11: ogadeni, ethiopia, africa, freedom, claim
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -3.314, relative change = 1.758e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -3.308, relative change = 1.550e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -3.304, relative change = 1.428e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -3.299, relative change = 1.393e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -3.294, relative change = 1.453e-03)
## Topic 1: peopl, freedom, apr, ogadeni, africa
## Topic 2: onlin, ogaden, africa, ethiopian, inflict
## Topic 3: somali, polit, sever, peopl, govt
## Topic 4: --, africa, success, forc, battlefield
## Topic 5: victori, forc, claim, sep, onlf
## Topic 6: aggreg, ogaden, win, ababa, addi
## Topic 7: rebel, ogaden, kill, ethiopian, group
## Topic 8: govern, soldier, attack, troop, ethiopian
## Topic 9: battl, ogaden, recent, ethiopian, armi
## Topic 10: africa, ogadeni, jun, sep, freedom
## Topic 11: ogadeni, africa, ethiopia, freedom, claim
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -3.290, relative change = 1.399e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -3.286, relative change = 1.239e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -3.282, relative change = 1.225e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -3.278, relative change = 1.170e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -3.274, relative change = 1.129e-03)
## Topic 1: peopl, freedom, ogadeni, apr, africa
## Topic 2: onlin, ogaden, ethiopian, africa, inflict
## Topic 3: somali, polit, sever, peopl, separ
## Topic 4: --, africa, success, forc, battlefield
## Topic 5: victori, forc, claim, sep, onlf
## Topic 6: aggreg, ogaden, win, ababa, addi
## Topic 7: rebel, ogaden, kill, claim, group
## Topic 8: govern, soldier, attack, troop, clash
## Topic 9: battl, ogaden, recent, ethiopian, armi
## Topic 10: africa, ogadeni, jun, sep, freedom
## Topic 11: ogadeni, africa, freedom, ethiopia, claim
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -3.270, relative change = 1.162e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -3.267, relative change = 1.109e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -3.263, relative change = 9.740e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -3.261, relative change = 7.360e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -3.259, relative change = 6.290e-04)
## Topic 1: peopl, freedom, ogadeni, apr, africa
## Topic 2: ogaden, ethiopian, onlin, africa, inflict
## Topic 3: somali, polit, peopl, sever, separ
## Topic 4: --, africa, ethiopian, success, battlefield
## Topic 5: victori, claim, forc, ethiopia, sep
## Topic 6: aggreg, ogaden, win, ababa, addi
## Topic 7: rebel, kill, ogaden, claim, group
## Topic 8: govern, soldier, attack, troop, clash
## Topic 9: battl, ogaden, recent, ethiopian, armi
## Topic 10: africa, ogadeni, jun, sep, freedom
## Topic 11: ogadeni, africa, freedom, ethiopia, somali
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -3.257, relative change = 5.820e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -3.255, relative change = 5.184e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -3.254, relative change = 4.644e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -3.252, relative change = 4.339e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.251, relative change = 4.263e-04)
## Topic 1: peopl, freedom, ogadeni, apr, somali
## Topic 2: ogaden, ethiopian, onlin, africa, inflict
## Topic 3: somali, polit, peopl, separ, sever
## Topic 4: --, africa, ethiopian, success, battlefield
## Topic 5: victori, claim, forc, ethiopia, sep
## Topic 6: aggreg, ogaden, win, ababa, addi
## Topic 7: rebel, kill, ogaden, claim, group
## Topic 8: govern, soldier, troop, attack, sever
## Topic 9: battl, ogaden, recent, ethiopian, dozen
## Topic 10: africa, ogadeni, jun, sep, freedom
## Topic 11: ogadeni, africa, freedom, ethiopia, somali
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -3.250, relative change = 4.355e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -3.248, relative change = 4.497e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -3.247, relative change = 4.575e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -3.245, relative change = 4.704e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.244, relative change = 5.015e-04)
## Topic 1: peopl, freedom, ogadeni, apr, somali
## Topic 2: ogaden, ethiopian, onlin, africa, inflict
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, ethiopian, success, battlefield
## Topic 5: victori, claim, ethiopia, forc, sep
## Topic 6: aggreg, ogaden, win, ababa, addi
## Topic 7: rebel, kill, ogaden, claim, group
## Topic 8: govern, soldier, troop, attack, sever
## Topic 9: battl, ogaden, recent, ethiopian, dozen
## Topic 10: africa, ogadeni, jun, sep, crime
## Topic 11: ogadeni, freedom, africa, ethiopia, somali
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -3.242, relative change = 5.369e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -3.240, relative change = 5.577e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -3.238, relative change = 4.909e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -3.237, relative change = 4.089e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -3.236, relative change = 3.585e-04)
## Topic 1: peopl, freedom, ogadeni, apr, somali
## Topic 2: ogaden, ethiopian, onlin, africa, inflict
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, ethiopian, success, battlefield
## Topic 5: victori, ethiopia, claim, forc, sep
## Topic 6: aggreg, ogaden, win, ababa, addi
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, troop, attack, sever
## Topic 9: battl, ogaden, recent, ethiopian, dozen
## Topic 10: africa, ogadeni, jun, sep, crime
## Topic 11: ogadeni, freedom, africa, somali, ethiopia
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -3.235, relative change = 3.323e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -3.234, relative change = 3.219e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -3.233, relative change = 3.342e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -3.231, relative change = 4.129e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -3.230, relative change = 4.809e-04)
## Topic 1: freedom, peopl, ogadeni, apr, give
## Topic 2: ogaden, ethiopian, africa, onlin, inflict
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, ethiopian, success, battlefield
## Topic 5: victori, ethiopia, claim, forc, rebel
## Topic 6: aggreg, ogaden, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, troop, attack, sever
## Topic 9: battl, ogaden, recent, ethiopian, dozen
## Topic 10: africa, jun, ogadeni, sep, crime
## Topic 11: ogadeni, freedom, africa, somali, peopl
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -3.228, relative change = 5.247e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -3.227, relative change = 3.379e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -3.226, relative change = 2.279e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -3.226, relative change = 1.975e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -3.225, relative change = 1.772e-04)
## Topic 1: freedom, peopl, ogadeni, apr, give
## Topic 2: ogaden, ethiopian, africa, onlin, inflict
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, ethiopian, success, rebel
## Topic 5: victori, ethiopia, claim, forc, rebel
## Topic 6: aggreg, ogaden, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, troop, attack, sever
## Topic 9: battl, ogaden, recent, ethiopian, dozen
## Topic 10: africa, jun, ogadeni, sep, crime
## Topic 11: ogadeni, freedom, africa, peopl, somali
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -3.225, relative change = 1.633e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -3.224, relative change = 1.530e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -3.224, relative change = 1.436e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -3.223, relative change = 1.366e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.223, relative change = 1.312e-04)
## Topic 1: freedom, peopl, ogadeni, apr, give
## Topic 2: ogaden, ethiopian, africa, onlin, inflict
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, ethiopian, rebel, success
## Topic 5: victori, ethiopia, claim, rebel, forc
## Topic 6: aggreg, ogaden, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, troop, attack, sever
## Topic 9: battl, ogaden, recent, ethiopian, dozen
## Topic 10: africa, jun, ogadeni, sep, crime
## Topic 11: ogadeni, freedom, africa, peopl, somali
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -3.222, relative change = 1.285e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -3.222, relative change = 1.298e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -3.221, relative change = 1.371e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -3.221, relative change = 1.568e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -3.220, relative change = 1.842e-04)
## Topic 1: freedom, ogadeni, peopl, apr, give
## Topic 2: ogaden, ethiopian, africa, onlin, inflict
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, ethiopian, rebel, success
## Topic 5: victori, claim, ethiopia, rebel, forc
## Topic 6: aggreg, ogaden, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, troop, attack, sever
## Topic 9: battl, ogaden, recent, ethiopian, dozen
## Topic 10: africa, jun, sep, ogadeni, crime
## Topic 11: ogadeni, freedom, africa, peopl, somali
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -3.220, relative change = 2.036e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -3.219, relative change = 1.932e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -3.219, relative change = 1.630e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -3.218, relative change = 1.430e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -3.218, relative change = 1.380e-04)
## Topic 1: freedom, ogadeni, peopl, apr, give
## Topic 2: ogaden, ethiopian, africa, onlin, inflict
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, ethiopian, rebel, success
## Topic 5: claim, victori, ethiopia, rebel, forc
## Topic 6: aggreg, ogaden, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, troop, attack, sever
## Topic 9: battl, ogaden, recent, ethiopian, dozen
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, freedom, africa, peopl, somali
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -3.217, relative change = 1.375e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 82 (approx. per word bound = -3.217, relative change = 1.377e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 83 (approx. per word bound = -3.216, relative change = 1.374e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 84 (approx. per word bound = -3.216, relative change = 1.375e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -3.215, relative change = 1.403e-04)
## Topic 1: freedom, ogadeni, peopl, apr, give
## Topic 2: ogaden, ethiopian, africa, onlin, inflict
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, ethiopian, rebel, success
## Topic 5: claim, victori, ethiopia, rebel, forc
## Topic 6: aggreg, ogaden, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, troop, attack, sever
## Topic 9: battl, ogaden, recent, ethiopian, dozen
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, freedom, africa, peopl, somali
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 86 (approx. per word bound = -3.215, relative change = 1.506e-04)
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## Completing Iteration 87 (approx. per word bound = -3.214, relative change = 1.748e-04)
## ..................................................................................................................
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## Completing Iteration 88 (approx. per word bound = -3.214, relative change = 2.157e-04)
## ..................................................................................................................
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## Completing Iteration 89 (approx. per word bound = -3.213, relative change = 1.954e-04)
## ..................................................................................................................
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## Completing Iteration 90 (approx. per word bound = -3.213, relative change = 1.536e-04)
## Topic 1: freedom, ogadeni, peopl, apr, give
## Topic 2: ogaden, ethiopian, africa, onlin, inflict
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, ethiopian, rebel, success
## Topic 5: claim, victori, rebel, ethiopia, forc
## Topic 6: aggreg, ogaden, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, troop, attack, sever
## Topic 9: battl, ogaden, recent, ethiopian, dozen
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, freedom, africa, peopl, somali
## ..................................................................................................................
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## Completing Iteration 91 (approx. per word bound = -3.212, relative change = 8.151e-05)
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## Completing Iteration 92 (approx. per word bound = -3.212, relative change = 1.906e-05)
## ..................................................................................................................
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## Completing Iteration 93 (approx. per word bound = -3.212, relative change = 8.943e-05)
## ..................................................................................................................
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## Completing Iteration 94 (approx. per word bound = -3.212, relative change = 1.024e-04)
## ..................................................................................................................
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## Completing Iteration 95 (approx. per word bound = -3.211, relative change = 1.044e-04)
## Topic 1: freedom, ogadeni, peopl, apr, give
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, ethiopian, rebel, success
## Topic 5: claim, victori, rebel, ethiopia, forc
## Topic 6: aggreg, ogaden, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, troop, attack, kill
## Topic 9: battl, ogaden, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, freedom, africa, peopl, somali
## ..................................................................................................................
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## Completing Iteration 96 (approx. per word bound = -3.211, relative change = 1.013e-04)
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## Completing Iteration 97 (approx. per word bound = -3.211, relative change = 9.937e-05)
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## Completing Iteration 98 (approx. per word bound = -3.210, relative change = 9.853e-05)
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## Completing Iteration 99 (approx. per word bound = -3.210, relative change = 9.966e-05)
## ..................................................................................................................
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## Completing Iteration 100 (approx. per word bound = -3.210, relative change = 1.048e-04)
## Topic 1: freedom, ogadeni, peopl, apr, give
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, ethiopian, rebel, success
## Topic 5: claim, victori, rebel, ethiopia, forc
## Topic 6: aggreg, ogaden, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, troop, attack, kill
## Topic 9: battl, ogaden, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, freedom, africa, peopl, somali
## ..................................................................................................................
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## Completing Iteration 101 (approx. per word bound = -3.209, relative change = 1.127e-04)
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## Completing Iteration 102 (approx. per word bound = -3.209, relative change = 1.217e-04)
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## Completing Iteration 103 (approx. per word bound = -3.209, relative change = 1.264e-04)
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## Completing Iteration 104 (approx. per word bound = -3.208, relative change = 1.207e-04)
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## Completing Iteration 105 (approx. per word bound = -3.208, relative change = 1.092e-04)
## Topic 1: freedom, ogadeni, peopl, apr, give
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, ethiopian, rebel, success
## Topic 5: claim, victori, rebel, ethiopia, forc
## Topic 6: aggreg, ogaden, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, troop, attack, kill
## Topic 9: battl, ogaden, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, freedom, africa, peopl, somali
## ..................................................................................................................
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## Completing Iteration 106 (approx. per word bound = -3.207, relative change = 1.010e-04)
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## Completing Iteration 107 (approx. per word bound = -3.207, relative change = 9.643e-05)
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## Completing Iteration 108 (approx. per word bound = -3.207, relative change = 9.552e-05)
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## Completing Iteration 109 (approx. per word bound = -3.207, relative change = 9.603e-05)
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## Completing Iteration 110 (approx. per word bound = -3.206, relative change = 9.722e-05)
## Topic 1: freedom, ogadeni, peopl, apr, give
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, ethiopian, rebel, success
## Topic 5: claim, victori, rebel, ethiopia, forc
## Topic 6: aggreg, ogaden, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, troop, attack, kill
## Topic 9: battl, ogaden, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, freedom, africa, peopl, somali
## ..................................................................................................................
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## Completing Iteration 111 (approx. per word bound = -3.206, relative change = 9.821e-05)
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## Completing Iteration 112 (approx. per word bound = -3.206, relative change = 9.920e-05)
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## Completing Iteration 113 (approx. per word bound = -3.205, relative change = 1.004e-04)
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## Completing Iteration 114 (approx. per word bound = -3.205, relative change = 1.034e-04)
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## Completing Iteration 115 (approx. per word bound = -3.205, relative change = 1.108e-04)
## Topic 1: freedom, ogadeni, peopl, apr, give
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, ethiopian, rebel, success
## Topic 5: claim, victori, rebel, ethiopia, forc
## Topic 6: aggreg, ogaden, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, troop, attack, kill
## Topic 9: battl, ogaden, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, freedom, africa, peopl, somali
## ..................................................................................................................
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## Completing Iteration 116 (approx. per word bound = -3.204, relative change = 1.264e-04)
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## Completing Iteration 117 (approx. per word bound = -3.204, relative change = 1.537e-04)
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## Completing Iteration 118 (approx. per word bound = -3.203, relative change = 1.842e-04)
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## Completing Iteration 119 (approx. per word bound = -3.203, relative change = 1.676e-04)
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## Completing Iteration 120 (approx. per word bound = -3.202, relative change = 1.278e-04)
## Topic 1: freedom, ogadeni, peopl, apr, give
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, ethiopian, rebel, success
## Topic 5: claim, victori, rebel, ethiopia, forc
## Topic 6: aggreg, ogaden, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, troop, attack, kill
## Topic 9: battl, ogaden, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, freedom, africa, peopl, somali
## ..................................................................................................................
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## Completing Iteration 121 (approx. per word bound = -3.202, relative change = 1.142e-04)
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## Completing Iteration 122 (approx. per word bound = -3.201, relative change = 1.143e-04)
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## Completing Iteration 123 (approx. per word bound = -3.201, relative change = 1.278e-04)
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## Completing Iteration 124 (approx. per word bound = -3.200, relative change = 1.761e-04)
## ..................................................................................................................
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## Completing Iteration 125 (approx. per word bound = -3.200, relative change = 2.514e-04)
## Topic 1: freedom, ogadeni, peopl, apr, give
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, ethiopian, rebel, success
## Topic 5: claim, victori, rebel, ethiopia, forc
## Topic 6: aggreg, ogaden, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, troop, kill, attack
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, freedom, peopl, africa, somali
## ..................................................................................................................
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## Completing Iteration 126 (approx. per word bound = -3.199, relative change = 2.006e-04)
## ..................................................................................................................
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## Completing Iteration 127 (approx. per word bound = -3.199, relative change = 1.600e-04)
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## Completing Iteration 128 (approx. per word bound = -3.198, relative change = 1.557e-04)
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## Completing Iteration 129 (approx. per word bound = -3.198, relative change = 1.521e-04)
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## Completing Iteration 130 (approx. per word bound = -3.197, relative change = 1.444e-04)
## Topic 1: freedom, ogadeni, peopl, apr, give
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, ethiopian, rebel, success
## Topic 5: claim, victori, rebel, ethiopia, forc
## Topic 6: aggreg, ogaden, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, kill, attack, troop
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, freedom, peopl, africa, somali
## ..................................................................................................................
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## Completing Iteration 131 (approx. per word bound = -3.197, relative change = 1.336e-04)
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## Completing Iteration 132 (approx. per word bound = -3.196, relative change = 1.217e-04)
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## Completing Iteration 133 (approx. per word bound = -3.196, relative change = 1.108e-04)
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## Completing Iteration 134 (approx. per word bound = -3.196, relative change = 1.013e-04)
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## Completing Iteration 135 (approx. per word bound = -3.195, relative change = 9.368e-05)
## Topic 1: freedom, ogadeni, peopl, apr, give
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, ethiopian, rebel, success
## Topic 5: claim, victori, rebel, ethiopia, sep
## Topic 6: aggreg, ogaden, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, kill, attack, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, freedom, peopl, africa, somali
## ..................................................................................................................
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## Completing Iteration 136 (approx. per word bound = -3.195, relative change = 8.737e-05)
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## Completing Iteration 137 (approx. per word bound = -3.195, relative change = 8.273e-05)
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## Completing Iteration 138 (approx. per word bound = -3.194, relative change = 7.951e-05)
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## Completing Iteration 139 (approx. per word bound = -3.194, relative change = 7.607e-05)
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## Completing Iteration 140 (approx. per word bound = -3.194, relative change = 7.284e-05)
## Topic 1: freedom, ogadeni, peopl, apr, give
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, ethiopian, rebel, success
## Topic 5: claim, victori, rebel, ethiopia, sep
## Topic 6: aggreg, ogaden, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, kill, attack, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, freedom, peopl, africa, somali
## ..................................................................................................................
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## Completing Iteration 141 (approx. per word bound = -3.194, relative change = 7.029e-05)
## ..................................................................................................................
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## Completing Iteration 142 (approx. per word bound = -3.194, relative change = 6.813e-05)
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## Completing Iteration 143 (approx. per word bound = -3.193, relative change = 6.797e-05)
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## Completing Iteration 144 (approx. per word bound = -3.193, relative change = 6.971e-05)
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## Completing Iteration 145 (approx. per word bound = -3.193, relative change = 7.541e-05)
## Topic 1: freedom, ogadeni, peopl, apr, somali
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, ethiopian, rebel, success
## Topic 5: claim, victori, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, kill, attack, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, freedom, peopl, africa, somali
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 146 (approx. per word bound = -3.193, relative change = 8.673e-05)
## ..................................................................................................................
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## Completing Iteration 147 (approx. per word bound = -3.192, relative change = 1.057e-04)
## ..................................................................................................................
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## Completing Iteration 148 (approx. per word bound = -3.192, relative change = 1.277e-04)
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## Completing Iteration 149 (approx. per word bound = -3.191, relative change = 1.429e-04)
## ..................................................................................................................
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## Completing Iteration 150 (approx. per word bound = -3.191, relative change = 1.435e-04)
## Topic 1: freedom, ogadeni, peopl, apr, somali
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, ethiopian, rebel, success
## Topic 5: claim, victori, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, kill, sever, attack
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, africa, somali
## ..................................................................................................................
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## Completing Iteration 151 (approx. per word bound = -3.191, relative change = 1.351e-04)
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## Completing Iteration 152 (approx. per word bound = -3.190, relative change = 1.319e-04)
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## Completing Iteration 153 (approx. per word bound = -3.190, relative change = 1.422e-04)
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## Completing Iteration 154 (approx. per word bound = -3.189, relative change = 1.586e-04)
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## Completing Iteration 155 (approx. per word bound = -3.189, relative change = 1.604e-04)
## Topic 1: freedom, ogadeni, peopl, apr, somali
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, rebel, ethiopian, success
## Topic 5: claim, victori, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, kill, sever, clash
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, somali, africa
## ..................................................................................................................
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## Completing Iteration 156 (approx. per word bound = -3.188, relative change = 1.437e-04)
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## Completing Iteration 157 (approx. per word bound = -3.188, relative change = 1.376e-04)
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## Completing Iteration 158 (approx. per word bound = -3.187, relative change = 1.372e-04)
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## Completing Iteration 159 (approx. per word bound = -3.187, relative change = 1.399e-04)
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## Completed E-Step (0 seconds).
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## Completing Iteration 160 (approx. per word bound = -3.186, relative change = 1.397e-04)
## Topic 1: freedom, ogadeni, peopl, apr, somali
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, separ, kismaayo
## Topic 4: --, africa, rebel, ethiopian, success
## Topic 5: claim, victori, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, kill, sever, africa
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, somali, africa
## ..................................................................................................................
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## Completing Iteration 161 (approx. per word bound = -3.186, relative change = 1.366e-04)
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## Completing Iteration 162 (approx. per word bound = -3.186, relative change = 1.312e-04)
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## Completing Iteration 163 (approx. per word bound = -3.185, relative change = 1.234e-04)
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## Completing Iteration 164 (approx. per word bound = -3.185, relative change = 1.169e-04)
## ..................................................................................................................
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## Completing Iteration 165 (approx. per word bound = -3.184, relative change = 1.115e-04)
## Topic 1: freedom, ogadeni, peopl, apr, somali
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, kismaayo, freedom
## Topic 4: --, africa, rebel, ethiopian, success
## Topic 5: claim, victori, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, kill, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, somali, africa
## ..................................................................................................................
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## Completing Iteration 166 (approx. per word bound = -3.184, relative change = 1.049e-04)
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## Completing Iteration 168 (approx. per word bound = -3.183, relative change = 9.528e-05)
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## Completing Iteration 170 (approx. per word bound = -3.183, relative change = 8.694e-05)
## Topic 1: freedom, ogadeni, peopl, apr, somali
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, kismaayo, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: claim, victori, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, kill, claim, ogaden, group
## Topic 8: govern, soldier, kill, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, somali, africa
## ..................................................................................................................
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## Completing Iteration 171 (approx. per word bound = -3.183, relative change = 8.286e-05)
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## Completing Iteration 175 (approx. per word bound = -3.182, relative change = 6.754e-05)
## Topic 1: freedom, ogadeni, peopl, apr, somali
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, kismaayo, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: claim, victori, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, kill, ogaden, group
## Topic 8: govern, soldier, kill, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, somali, africa
## ..................................................................................................................
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## Completing Iteration 176 (approx. per word bound = -3.182, relative change = 6.590e-05)
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## Completing Iteration 180 (approx. per word bound = -3.180, relative change = 6.589e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, kismaayo, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: claim, victori, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, kill, ogaden, group
## Topic 8: govern, kill, soldier, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, somali, africa
## ..................................................................................................................
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## Completing Iteration 181 (approx. per word bound = -3.180, relative change = 6.401e-05)
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## Completing Iteration 185 (approx. per word bound = -3.179, relative change = 5.588e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, freedom, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: claim, victori, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, kill, ogaden, group
## Topic 8: govern, kill, soldier, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, somali, africa
## ..................................................................................................................
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## Completing Iteration 186 (approx. per word bound = -3.179, relative change = 5.050e-05)
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## Completing Iteration 190 (approx. per word bound = -3.178, relative change = 4.388e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, freedom, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, kill, group, ogaden
## Topic 8: govern, kill, soldier, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, somali, africa
## ..................................................................................................................
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## Completing Iteration 191 (approx. per word bound = -3.178, relative change = 4.257e-05)
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## Completing Iteration 193 (approx. per word bound = -3.178, relative change = 4.141e-05)
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## Completing Iteration 194 (approx. per word bound = -3.178, relative change = 4.066e-05)
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## Completing Iteration 195 (approx. per word bound = -3.178, relative change = 4.027e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, freedom, africa
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, kill, group, ogaden
## Topic 8: govern, kill, soldier, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, somali, africa
## ..................................................................................................................
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## Completing Iteration 196 (approx. per word bound = -3.178, relative change = 3.985e-05)
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## Completing Iteration 199 (approx. per word bound = -3.177, relative change = 3.919e-05)
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## Completing Iteration 200 (approx. per word bound = -3.177, relative change = 3.915e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, africa, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, rebel, claim, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, kill, group, ogaden
## Topic 8: govern, kill, soldier, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, somali, africa
## ..................................................................................................................
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## Completing Iteration 201 (approx. per word bound = -3.177, relative change = 3.847e-05)
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## Completing Iteration 203 (approx. per word bound = -3.177, relative change = 3.884e-05)
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## Completing Iteration 204 (approx. per word bound = -3.177, relative change = 3.782e-05)
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## Completing Iteration 205 (approx. per word bound = -3.176, relative change = 3.757e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, africa, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, rebel, claim, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, kill, group, ogaden
## Topic 8: govern, kill, soldier, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, somali, africa
## ..................................................................................................................
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## Completing Iteration 206 (approx. per word bound = -3.176, relative change = 3.679e-05)
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## Completing Iteration 207 (approx. per word bound = -3.176, relative change = 3.639e-05)
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## Completing Iteration 208 (approx. per word bound = -3.176, relative change = 3.512e-05)
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## Completing Iteration 209 (approx. per word bound = -3.176, relative change = 3.506e-05)
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## Completing Iteration 210 (approx. per word bound = -3.176, relative change = 3.423e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, africa, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, rebel, claim, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, group, kill, ogaden
## Topic 8: govern, kill, soldier, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, somali, africa
## ..................................................................................................................
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## Completing Iteration 211 (approx. per word bound = -3.176, relative change = 3.403e-05)
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## Completing Iteration 212 (approx. per word bound = -3.176, relative change = 3.363e-05)
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## Completing Iteration 213 (approx. per word bound = -3.176, relative change = 3.355e-05)
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## Completing Iteration 214 (approx. per word bound = -3.175, relative change = 3.360e-05)
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## Completing Iteration 215 (approx. per word bound = -3.175, relative change = 3.331e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, africa, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, rebel, claim, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, group, kill, ogaden
## Topic 8: govern, kill, soldier, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, somali, africa
## ..................................................................................................................
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## Completing Iteration 216 (approx. per word bound = -3.175, relative change = 3.412e-05)
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## Completing Iteration 217 (approx. per word bound = -3.175, relative change = 3.504e-05)
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## Completing Iteration 218 (approx. per word bound = -3.175, relative change = 3.662e-05)
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## Completing Iteration 219 (approx. per word bound = -3.175, relative change = 3.962e-05)
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## Completing Iteration 220 (approx. per word bound = -3.175, relative change = 4.507e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, peopl, africa, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, rebel, claim, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, group, ogaden, kill
## Topic 8: govern, kill, soldier, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, somali, africa
## ..................................................................................................................
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## Completing Iteration 221 (approx. per word bound = -3.175, relative change = 5.608e-05)
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## Completing Iteration 222 (approx. per word bound = -3.174, relative change = 8.133e-05)
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## Completing Iteration 223 (approx. per word bound = -3.174, relative change = 1.166e-04)
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## Completing Iteration 224 (approx. per word bound = -3.174, relative change = 1.220e-04)
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## Completing Iteration 225 (approx. per word bound = -3.173, relative change = 1.065e-04)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, africa, peopl, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, rebel, claim, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, group, ogaden, kill
## Topic 8: govern, kill, soldier, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, somali, africa
## ..................................................................................................................
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## Completing Iteration 226 (approx. per word bound = -3.173, relative change = 7.361e-05)
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## Completing Iteration 227 (approx. per word bound = -3.173, relative change = 5.677e-05)
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## Completing Iteration 228 (approx. per word bound = -3.173, relative change = 5.075e-05)
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## Completing Iteration 229 (approx. per word bound = -3.173, relative change = 4.643e-05)
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## Completing Iteration 230 (approx. per word bound = -3.172, relative change = 4.547e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, africa, peopl, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, rebel, claim, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, group, soldier, ogaden
## Topic 8: govern, kill, soldier, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, somali, africa
## ..................................................................................................................
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## Completing Iteration 231 (approx. per word bound = -3.172, relative change = 4.509e-05)
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## Completing Iteration 232 (approx. per word bound = -3.172, relative change = 4.414e-05)
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## Completing Iteration 233 (approx. per word bound = -3.172, relative change = 4.436e-05)
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## Completing Iteration 234 (approx. per word bound = -3.172, relative change = 4.393e-05)
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## Completing Iteration 235 (approx. per word bound = -3.172, relative change = 4.375e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, africa, peopl, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, rebel, claim, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, group, soldier, ogaden
## Topic 8: govern, kill, soldier, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, somali, africa
## ..................................................................................................................
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## Completing Iteration 236 (approx. per word bound = -3.172, relative change = 4.400e-05)
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## Completing Iteration 237 (approx. per word bound = -3.171, relative change = 4.413e-05)
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## Completing Iteration 238 (approx. per word bound = -3.171, relative change = 4.457e-05)
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## Completing Iteration 239 (approx. per word bound = -3.171, relative change = 4.486e-05)
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## Completing Iteration 240 (approx. per word bound = -3.171, relative change = 4.551e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, africa, peopl, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, rebel, claim, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, group, soldier, ogaden
## Topic 8: govern, kill, soldier, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, somali, africa
## ..................................................................................................................
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## Completing Iteration 241 (approx. per word bound = -3.171, relative change = 4.643e-05)
## ..................................................................................................................
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## Completing Iteration 242 (approx. per word bound = -3.171, relative change = 4.699e-05)
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## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, polit, africa, peopl, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, rebel, claim, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, group, soldier, ogaden
## Topic 8: govern, kill, soldier, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, somali, africa
## ..................................................................................................................
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## Completing Iteration 246 (approx. per word bound = -3.170, relative change = 5.074e-05)
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## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, africa, polit, peopl, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, rebel, claim, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, group, soldier, ogaden
## Topic 8: govern, kill, soldier, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, somali, africa
## ..................................................................................................................
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## Completing Iteration 251 (approx. per word bound = -3.169, relative change = 5.235e-05)
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## Completing Iteration 255 (approx. per word bound = -3.169, relative change = 5.562e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, africa, polit, peopl, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, rebel, claim, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, soldier, group, ogaden
## Topic 8: govern, kill, soldier, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, crime, text
## Topic 11: ogadeni, peopl, freedom, somali, africa
## ..................................................................................................................
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## Completing Iteration 260 (approx. per word bound = -3.168, relative change = 6.426e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, africa, polit, peopl, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, rebel, claim, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, soldier, group, ogaden
## Topic 8: govern, kill, soldier, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, somali, crime
## Topic 11: ogadeni, peopl, freedom, somali, ethiopia
## ..................................................................................................................
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## Completing Iteration 261 (approx. per word bound = -3.167, relative change = 6.495e-05)
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## Completing Iteration 265 (approx. per word bound = -3.167, relative change = 6.785e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, africa, polit, peopl, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, soldier, ogaden, group
## Topic 8: govern, kill, soldier, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, sep, somali, crime
## Topic 11: ogadeni, peopl, somali, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 266 (approx. per word bound = -3.166, relative change = 6.671e-05)
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## Completing Iteration 270 (approx. per word bound = -3.166, relative change = 6.121e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, africa, polit, peopl, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, soldier, ogaden, kill
## Topic 8: govern, kill, soldier, africa, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: ogadeni, somali, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 271 (approx. per word bound = -3.165, relative change = 5.975e-05)
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## Completing Iteration 275 (approx. per word bound = -3.165, relative change = 5.276e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: somali, africa, polit, peopl, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, soldier, kill, ogaden
## Topic 8: govern, kill, soldier, africa, group
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: ogadeni, somali, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 276 (approx. per word bound = -3.164, relative change = 4.983e-05)
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## Completing Iteration 280 (approx. per word bound = -3.164, relative change = 4.457e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, somali, polit, peopl, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, claim, soldier, kill, ogaden
## Topic 8: govern, kill, soldier, group, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: ogadeni, somali, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 281 (approx. per word bound = -3.164, relative change = 4.367e-05)
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## Completing Iteration 285 (approx. per word bound = -3.163, relative change = 4.075e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, somali, polit, peopl, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, claim, kill, ogaden
## Topic 8: govern, kill, soldier, group, sever
## Topic 9: ogaden, battl, recent, ethiopian, soldier
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: ogadeni, somali, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 286 (approx. per word bound = -3.163, relative change = 4.073e-05)
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## Completing Iteration 287 (approx. per word bound = -3.163, relative change = 4.151e-05)
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## Completing Iteration 288 (approx. per word bound = -3.163, relative change = 4.186e-05)
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## Completing Iteration 289 (approx. per word bound = -3.163, relative change = 4.195e-05)
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## Completing Iteration 290 (approx. per word bound = -3.163, relative change = 3.926e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, somali, polit, peopl, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, claim, kill, ogaden
## Topic 8: govern, kill, soldier, group, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: ogadeni, somali, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 291 (approx. per word bound = -3.162, relative change = 3.634e-05)
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## Completing Iteration 292 (approx. per word bound = -3.162, relative change = 3.305e-05)
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## Completing Iteration 293 (approx. per word bound = -3.162, relative change = 3.183e-05)
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## Completing Iteration 294 (approx. per word bound = -3.162, relative change = 3.004e-05)
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## Completing Iteration 295 (approx. per word bound = -3.162, relative change = 2.975e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, somali, polit, peopl, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, claim, kill, ogaden
## Topic 8: govern, kill, soldier, group, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: ogadeni, somali, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 296 (approx. per word bound = -3.162, relative change = 2.809e-05)
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## Completing Iteration 297 (approx. per word bound = -3.162, relative change = 2.737e-05)
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## Completing Iteration 298 (approx. per word bound = -3.162, relative change = 2.744e-05)
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## Completing Iteration 299 (approx. per word bound = -3.162, relative change = 2.661e-05)
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## Completing Iteration 300 (approx. per word bound = -3.162, relative change = 2.577e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, somali, polit, peopl, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, claim, kill, ogaden
## Topic 8: govern, kill, soldier, group, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: ogadeni, somali, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 301 (approx. per word bound = -3.162, relative change = 2.467e-05)
## ..................................................................................................................
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## Completing Iteration 302 (approx. per word bound = -3.161, relative change = 2.472e-05)
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## Completing Iteration 303 (approx. per word bound = -3.161, relative change = 2.387e-05)
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## Completing Iteration 304 (approx. per word bound = -3.161, relative change = 2.339e-05)
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## Completing Iteration 305 (approx. per word bound = -3.161, relative change = 2.290e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, somali, polit, kismaayo, peopl
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, soldier, group, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: ogadeni, somali, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 306 (approx. per word bound = -3.161, relative change = 2.231e-05)
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## Completing Iteration 307 (approx. per word bound = -3.161, relative change = 2.188e-05)
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## Completing Iteration 308 (approx. per word bound = -3.161, relative change = 2.109e-05)
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## Completing Iteration 309 (approx. per word bound = -3.161, relative change = 2.087e-05)
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## Completing Iteration 310 (approx. per word bound = -3.161, relative change = 2.065e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, somali, polit, kismaayo, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, soldier, group, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: ogadeni, somali, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 311 (approx. per word bound = -3.161, relative change = 1.999e-05)
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## Completing Iteration 312 (approx. per word bound = -3.161, relative change = 1.957e-05)
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## Completing Iteration 313 (approx. per word bound = -3.161, relative change = 1.942e-05)
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## Completing Iteration 314 (approx. per word bound = -3.161, relative change = 1.890e-05)
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## Completing Iteration 315 (approx. per word bound = -3.161, relative change = 1.858e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, somali, polit, kismaayo, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, soldier, group, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: ogadeni, somali, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 316 (approx. per word bound = -3.161, relative change = 1.788e-05)
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## Completing Iteration 317 (approx. per word bound = -3.160, relative change = 1.792e-05)
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## Completing Iteration 318 (approx. per word bound = -3.160, relative change = 1.751e-05)
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## Completing Iteration 319 (approx. per word bound = -3.160, relative change = 1.747e-05)
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## Completed E-Step (0 seconds).
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## Completing Iteration 320 (approx. per word bound = -3.160, relative change = 1.687e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, somali, polit, kismaayo, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, soldier, group, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: ogadeni, somali, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 321 (approx. per word bound = -3.160, relative change = 1.682e-05)
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## Completing Iteration 325 (approx. per word bound = -3.160, relative change = 1.594e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, somali, polit, kismaayo, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, ethiopia, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, soldier, group, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: ogadeni, somali, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 326 (approx. per word bound = -3.160, relative change = 1.505e-05)
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## Completing Iteration 330 (approx. per word bound = -3.160, relative change = 1.470e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, somali, polit, kismaayo, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, ethiopia, govern
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: ogadeni, somali, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 331 (approx. per word bound = -3.160, relative change = 1.447e-05)
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## Completing Iteration 335 (approx. per word bound = -3.160, relative change = 1.430e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, kismaayo, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, ethiopia, govern
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: ogadeni, somali, peopl, freedom, ethiopia
## ..................................................................................................................
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## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, kismaayo, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, ethiopia
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: ogadeni, somali, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 345 (approx. per word bound = -3.159, relative change = 1.417e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, kismaayo, freedom
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, ethiopia
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: ogadeni, somali, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 350 (approx. per word bound = -3.159, relative change = 1.597e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, kismaayo, menhaus
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, ethiopia
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 351 (approx. per word bound = -3.159, relative change = 1.696e-05)
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## Completing Iteration 355 (approx. per word bound = -3.159, relative change = 1.684e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, kismaayo, menhaus
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, ethiopia
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 356 (approx. per word bound = -3.159, relative change = 1.571e-05)
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## Completing Iteration 360 (approx. per word bound = -3.158, relative change = 1.307e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, kismaayo, menhaus
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, ethiopia
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 361 (approx. per word bound = -3.158, relative change = 1.349e-05)
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## Completing Iteration 365 (approx. per word bound = -3.158, relative change = 1.420e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, kismaayo, menhaus
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, ethiopia
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 366 (approx. per word bound = -3.158, relative change = 1.398e-05)
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## Completing Iteration 369 (approx. per word bound = -3.158, relative change = 1.494e-05)
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## Completing Iteration 370 (approx. per word bound = -3.158, relative change = 1.538e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, kismaayo, menhaus
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, ethiopia
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 371 (approx. per word bound = -3.158, relative change = 1.542e-05)
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## Completing Iteration 375 (approx. per word bound = -3.158, relative change = 1.736e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, kismaayo, menhaus
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, ethiopia
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 376 (approx. per word bound = -3.158, relative change = 1.682e-05)
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## Completing Iteration 378 (approx. per word bound = -3.158, relative change = 1.813e-05)
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## Completing Iteration 379 (approx. per word bound = -3.158, relative change = 1.874e-05)
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## Completing Iteration 380 (approx. per word bound = -3.157, relative change = 1.862e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, kismaayo, menhaus
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, ethiopia
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 381 (approx. per word bound = -3.157, relative change = 2.038e-05)
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## Completing Iteration 382 (approx. per word bound = -3.157, relative change = 2.006e-05)
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## Completing Iteration 383 (approx. per word bound = -3.157, relative change = 2.005e-05)
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## Completing Iteration 384 (approx. per word bound = -3.157, relative change = 2.181e-05)
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## Completing Iteration 385 (approx. per word bound = -3.157, relative change = 2.182e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, ethiopia
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 386 (approx. per word bound = -3.157, relative change = 2.218e-05)
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## Completing Iteration 387 (approx. per word bound = -3.157, relative change = 2.297e-05)
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## Completing Iteration 388 (approx. per word bound = -3.157, relative change = 2.165e-05)
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## Completing Iteration 389 (approx. per word bound = -3.157, relative change = 2.529e-05)
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## Completing Iteration 390 (approx. per word bound = -3.157, relative change = 2.438e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, ethiopia
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 391 (approx. per word bound = -3.157, relative change = 2.485e-05)
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## Completing Iteration 392 (approx. per word bound = -3.157, relative change = 2.489e-05)
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## Completing Iteration 393 (approx. per word bound = -3.157, relative change = 2.451e-05)
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## Completing Iteration 394 (approx. per word bound = -3.156, relative change = 2.523e-05)
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## Completing Iteration 395 (approx. per word bound = -3.156, relative change = 2.459e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, ethiopia
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 396 (approx. per word bound = -3.156, relative change = 2.425e-05)
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## Completing Iteration 397 (approx. per word bound = -3.156, relative change = 2.392e-05)
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## Completing Iteration 398 (approx. per word bound = -3.156, relative change = 2.371e-05)
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## Completing Iteration 399 (approx. per word bound = -3.156, relative change = 2.380e-05)
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## Completed E-Step (0 seconds).
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## Completing Iteration 400 (approx. per word bound = -3.156, relative change = 2.377e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, ethiopia
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 401 (approx. per word bound = -3.156, relative change = 2.369e-05)
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## Completing Iteration 402 (approx. per word bound = -3.156, relative change = 2.438e-05)
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## Completing Iteration 403 (approx. per word bound = -3.156, relative change = 2.534e-05)
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## Completing Iteration 405 (approx. per word bound = -3.156, relative change = 3.011e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, ethiopia
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, sever
## Topic 9: ogaden, battl, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 406 (approx. per word bound = -3.155, relative change = 3.330e-05)
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## Completing Iteration 410 (approx. per word bound = -3.155, relative change = 5.148e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, ethiopia
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, sever
## Topic 9: battl, ogaden, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 411 (approx. per word bound = -3.155, relative change = 4.869e-05)
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## Completing Iteration 415 (approx. per word bound = -3.154, relative change = 3.143e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, ethiopia
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, clash
## Topic 9: battl, ogaden, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 416 (approx. per word bound = -3.154, relative change = 3.048e-05)
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## Completing Iteration 420 (approx. per word bound = -3.154, relative change = 3.183e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, ethiopia
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, clash
## Topic 9: battl, ogaden, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 421 (approx. per word bound = -3.154, relative change = 3.446e-05)
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## ..................................................................................................................
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## Completing Iteration 425 (approx. per word bound = -3.153, relative change = 3.848e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, ethiopia
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, clash
## Topic 9: battl, ogaden, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 426 (approx. per word bound = -3.153, relative change = 3.697e-05)
## ..................................................................................................................
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## Completing Iteration 427 (approx. per word bound = -3.153, relative change = 3.594e-05)
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## Completing Iteration 428 (approx. per word bound = -3.153, relative change = 3.426e-05)
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## Completing Iteration 429 (approx. per word bound = -3.153, relative change = 3.371e-05)
## ..................................................................................................................
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## Completing Iteration 430 (approx. per word bound = -3.153, relative change = 3.184e-05)
## Topic 1: freedom, ogadeni, peopl, somali, apr
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, ethiopia
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, clash
## Topic 9: battl, ogaden, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 431 (approx. per word bound = -3.153, relative change = 3.308e-05)
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## Completing Iteration 435 (approx. per word bound = -3.152, relative change = 3.245e-05)
## Topic 1: freedom, ogadeni, peopl, somali, africa
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, ethiopia
## Topic 6: ogaden, aggreg, ababa, addi, militarycommuniqu
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, clash
## Topic 9: battl, ogaden, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 436 (approx. per word bound = -3.152, relative change = 3.097e-05)
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## Completing Iteration 437 (approx. per word bound = -3.152, relative change = 3.151e-05)
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## Completing Iteration 438 (approx. per word bound = -3.152, relative change = 3.129e-05)
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## Completing Iteration 439 (approx. per word bound = -3.152, relative change = 3.153e-05)
## ..................................................................................................................
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## Completing Iteration 440 (approx. per word bound = -3.152, relative change = 3.018e-05)
## Topic 1: freedom, ogadeni, peopl, somali, africa
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, clash
## Topic 9: battl, ogaden, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 441 (approx. per word bound = -3.152, relative change = 3.138e-05)
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## Completing Iteration 442 (approx. per word bound = -3.151, relative change = 3.039e-05)
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## Completing Iteration 443 (approx. per word bound = -3.151, relative change = 3.062e-05)
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## Completing Iteration 444 (approx. per word bound = -3.151, relative change = 3.006e-05)
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## Completing Iteration 445 (approx. per word bound = -3.151, relative change = 3.029e-05)
## Topic 1: freedom, ogadeni, peopl, somali, africa
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, rebel, govern, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, clash
## Topic 9: battl, ogaden, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 446 (approx. per word bound = -3.151, relative change = 3.004e-05)
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## Completing Iteration 447 (approx. per word bound = -3.151, relative change = 2.946e-05)
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## Completing Iteration 448 (approx. per word bound = -3.151, relative change = 2.952e-05)
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## Completing Iteration 449 (approx. per word bound = -3.151, relative change = 2.889e-05)
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## Completing Iteration 450 (approx. per word bound = -3.151, relative change = 2.905e-05)
## Topic 1: freedom, ogadeni, peopl, somali, africa
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, govern, rebel, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, clash
## Topic 9: battl, ogaden, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 451 (approx. per word bound = -3.151, relative change = 2.917e-05)
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## Completing Iteration 452 (approx. per word bound = -3.151, relative change = 2.824e-05)
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## Completing Iteration 453 (approx. per word bound = -3.150, relative change = 2.929e-05)
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## Completing Iteration 454 (approx. per word bound = -3.150, relative change = 2.771e-05)
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## Completing Iteration 455 (approx. per word bound = -3.150, relative change = 2.903e-05)
## Topic 1: freedom, ogadeni, peopl, somali, africa
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, govern, rebel, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, claim, ogaden
## Topic 8: govern, kill, group, soldier, clash
## Topic 9: battl, ogaden, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 456 (approx. per word bound = -3.150, relative change = 2.798e-05)
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## Completing Iteration 457 (approx. per word bound = -3.150, relative change = 2.806e-05)
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## Completing Iteration 458 (approx. per word bound = -3.150, relative change = 2.896e-05)
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## Completing Iteration 459 (approx. per word bound = -3.150, relative change = 2.831e-05)
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## Completing Iteration 460 (approx. per word bound = -3.150, relative change = 2.942e-05)
## Topic 1: freedom, ogadeni, peopl, somali, africa
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, govern, rebel, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, ogaden, claim
## Topic 8: govern, kill, group, soldier, claim
## Topic 9: battl, ogaden, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 461 (approx. per word bound = -3.150, relative change = 3.033e-05)
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## Completing Iteration 462 (approx. per word bound = -3.150, relative change = 3.074e-05)
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## Completing Iteration 463 (approx. per word bound = -3.150, relative change = 3.365e-05)
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## Completing Iteration 464 (approx. per word bound = -3.149, relative change = 3.575e-05)
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## Completing Iteration 465 (approx. per word bound = -3.149, relative change = 3.865e-05)
## Topic 1: freedom, ogadeni, peopl, somali, africa
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, govern, rebel, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, ogaden, claim
## Topic 8: govern, kill, group, soldier, claim
## Topic 9: battl, ogaden, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 466 (approx. per word bound = -3.149, relative change = 4.188e-05)
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## Completing Iteration 467 (approx. per word bound = -3.149, relative change = 4.362e-05)
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## Completing Iteration 468 (approx. per word bound = -3.149, relative change = 4.493e-05)
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## Completing Iteration 469 (approx. per word bound = -3.149, relative change = 4.225e-05)
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## Completing Iteration 470 (approx. per word bound = -3.149, relative change = 3.986e-05)
## Topic 1: freedom, ogadeni, peopl, somali, africa
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, govern, rebel, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, ogaden, claim
## Topic 8: govern, kill, group, soldier, claim
## Topic 9: battl, ogaden, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 471 (approx. per word bound = -3.148, relative change = 3.784e-05)
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## Completing Iteration 472 (approx. per word bound = -3.148, relative change = 3.502e-05)
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## Completing Iteration 473 (approx. per word bound = -3.148, relative change = 3.449e-05)
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## Completing Iteration 474 (approx. per word bound = -3.148, relative change = 3.484e-05)
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## Completing Iteration 475 (approx. per word bound = -3.148, relative change = 3.533e-05)
## Topic 1: freedom, ogadeni, peopl, somali, africa
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, govern, rebel, sep
## Topic 6: ogaden, aggreg, ababa, addi, amhar
## Topic 7: rebel, soldier, kill, ogaden, claim
## Topic 8: govern, kill, group, soldier, claim
## Topic 9: battl, ogaden, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
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## Completing Iteration 476 (approx. per word bound = -3.148, relative change = 3.480e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 477 (approx. per word bound = -3.148, relative change = 3.620e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 478 (approx. per word bound = -3.148, relative change = 3.533e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 479 (approx. per word bound = -3.148, relative change = 3.517e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 480 (approx. per word bound = -3.147, relative change = 3.324e-05)
## Topic 1: freedom, ogadeni, peopl, somali, africa
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, govern, rebel, sep
## Topic 6: ogaden, aggreg, ababa, addi, liber
## Topic 7: rebel, soldier, kill, ogaden, claim
## Topic 8: govern, kill, group, soldier, claim
## Topic 9: battl, ogaden, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 481 (approx. per word bound = -3.147, relative change = 3.103e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 482 (approx. per word bound = -3.147, relative change = 3.186e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 483 (approx. per word bound = -3.147, relative change = 3.306e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 484 (approx. per word bound = -3.147, relative change = 3.553e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 485 (approx. per word bound = -3.147, relative change = 4.182e-05)
## Topic 1: freedom, ogadeni, peopl, somali, africa
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, govern, rebel, sep
## Topic 6: ogaden, aggreg, ababa, addi, liber
## Topic 7: rebel, soldier, kill, ogaden, claim
## Topic 8: govern, kill, group, claim, soldier
## Topic 9: battl, ogaden, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 486 (approx. per word bound = -3.147, relative change = 5.580e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 487 (approx. per word bound = -3.147, relative change = 8.094e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 488 (approx. per word bound = -3.146, relative change = 9.460e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 489 (approx. per word bound = -3.146, relative change = 7.675e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 490 (approx. per word bound = -3.146, relative change = 5.592e-05)
## Topic 1: freedom, ogadeni, peopl, somali, africa
## Topic 2: ogaden, ethiopian, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, govern, rebel, sep
## Topic 6: ogaden, aggreg, ababa, addi, liber
## Topic 7: rebel, soldier, kill, ogaden, claim
## Topic 8: govern, kill, group, claim, soldier
## Topic 9: battl, ogaden, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 491 (approx. per word bound = -3.146, relative change = 4.591e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 492 (approx. per word bound = -3.146, relative change = 4.042e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 493 (approx. per word bound = -3.145, relative change = 3.847e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 494 (approx. per word bound = -3.145, relative change = 3.563e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 495 (approx. per word bound = -3.145, relative change = 3.388e-05)
## Topic 1: freedom, ogadeni, peopl, somali, africa
## Topic 2: ethiopian, ogaden, africa, onlin, rebel
## Topic 3: africa, polit, somali, menhaus, kismaayo
## Topic 4: --, africa, rebel, ethiopian, ogaden
## Topic 5: victori, claim, govern, rebel, sep
## Topic 6: ogaden, aggreg, liber, nation, ababa
## Topic 7: rebel, soldier, kill, ogaden, claim
## Topic 8: govern, kill, group, claim, soldier
## Topic 9: battl, ogaden, recent, soldier, ethiopian
## Topic 10: africa, jun, somali, sep, crime
## Topic 11: somali, ogadeni, peopl, freedom, ethiopia
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 496 (approx. per word bound = -3.145, relative change = 3.129e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 497 (approx. per word bound = -3.145, relative change = 3.148e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 498 (approx. per word bound = -3.145, relative change = 2.930e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 499 (approx. per word bound = -3.145, relative change = 2.864e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Terminated Before Convergence Reached
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ............
## Recovering initialization...
## ..
## Initialization complete.
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.613)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -3.928, relative change = 1.485e-01)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -3.908, relative change = 5.142e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -3.735, relative change = 4.439e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## .............
## Recovering initialization...
## ..
## Initialization complete.
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.614)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -3.854, relative change = 1.647e-01)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -3.685, relative change = 4.387e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -3.601, relative change = 2.260e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -3.553, relative change = 1.342e-02)
## Topic 1: ethiopia, claim, ogadeni, group, rebel
## Topic 2: ethiopia, region, crime, state, asmara
## Topic 3: govern, kill, polit, battlefield, success
## Topic 4: ethiopia, claim, ogadeni, group, rebel
## Topic 5: soldier, ogadeni, claim, group, apr
## Topic 6: aggreg, rebel, inflict, clash, ethiopia
## Topic 7: africa, ogadeni, jun, rebel, text
## Topic 8: ethiopian, onlin, soldier, communiqu, opposit
## Topic 9: ogadeni, jun, dozen, ababa, addi
## Topic 10: forc, --, attack, ethiopia, rebel
## Topic 11: rebel, ethiopian, ogaden, victori, militari
## Topic 12: claim, kill, troop, onlf, front
## Topic 13: freedom, peopl, somali, ogaden, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -3.484, relative change = 1.934e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -3.456, relative change = 8.113e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -3.415, relative change = 1.202e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -3.385, relative change = 8.642e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -3.357, relative change = 8.414e-03)
## Topic 1: ethiopia, rebel, group, victori, battl
## Topic 2: region, crime, ethiopia, state, ababa
## Topic 3: govern, polit, kill, battlefield, separ
## Topic 4: ethiopia, claim, group, rebel, ogadeni
## Topic 5: soldier, kill, rebel, claim, ogadeni
## Topic 6: forc, aggreg, ogaden, clash, rebel
## Topic 7: africa, apr, ogadeni, asia, kismaayo
## Topic 8: onlin, ethiopian, soldier, ogaden, opposit
## Topic 9: ogadeni, jun, dozen, text, agent
## Topic 10: forc, --, attack, ethiopia, rebel
## Topic 11: rebel, ogaden, ethiopian, victori, militari
## Topic 12: claim, troop, onlf, kill, success
## Topic 13: freedom, peopl, somali, africa, sep
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -3.335, relative change = 6.475e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -3.317, relative change = 5.250e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -3.303, relative change = 4.320e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -3.292, relative change = 3.350e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -3.283, relative change = 2.795e-03)
## Topic 1: ethiopia, rebel, group, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, state
## Topic 3: govern, polit, kill, battlefield, separ
## Topic 4: ethiopia, claim, victori, sep, rebel
## Topic 5: kill, soldier, rebel, claim, ogadeni
## Topic 6: forc, aggreg, clash, inflict, fight
## Topic 7: africa, apr, ogadeni, kismaayo, asia
## Topic 8: onlin, ethiopian, ogaden, soldier, opposit
## Topic 9: ogadeni, jun, dozen, text, agent
## Topic 10: --, forc, attack, ethiopia, rebel
## Topic 11: rebel, ogaden, ethiopian, militari, armi
## Topic 12: claim, troop, onlf, success, kill
## Topic 13: freedom, peopl, somali, africa, sep
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -3.275, relative change = 2.372e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -3.268, relative change = 2.183e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -3.262, relative change = 1.813e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -3.258, relative change = 1.255e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -3.255, relative change = 9.933e-04)
## Topic 1: ethiopia, rebel, ogaden, group, victori
## Topic 2: ogaden, region, crime, ethiopia, state
## Topic 3: govern, polit, kill, separ, shaebia
## Topic 4: ethiopia, claim, victori, sep, rebel
## Topic 5: kill, soldier, rebel, claim, ogadeni
## Topic 6: forc, aggreg, clash, inflict, fight
## Topic 7: africa, apr, kismaayo, asia, pacif
## Topic 8: onlin, ogaden, ethiopian, soldier, opposit
## Topic 9: ogadeni, jun, dozen, text, apr
## Topic 10: --, forc, attack, ethiopia, onlf
## Topic 11: rebel, ogaden, ethiopian, militari, battl
## Topic 12: claim, troop, onlf, success, battlefield
## Topic 13: freedom, peopl, somali, africa, sep
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -3.252, relative change = 9.510e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -3.248, relative change = 1.066e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -3.245, relative change = 1.029e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -3.241, relative change = 1.052e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -3.238, relative change = 1.045e-03)
## Topic 1: ethiopia, rebel, ogaden, group, victori
## Topic 2: ogaden, region, crime, ethiopia, state
## Topic 3: govern, polit, kill, separ, shaebia
## Topic 4: ethiopia, claim, victori, sep, forc
## Topic 5: kill, soldier, rebel, claim, ogadeni
## Topic 6: forc, aggreg, clash, inflict, say
## Topic 7: africa, apr, kismaayo, asia, pacif
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, jun, dozen, text, apr
## Topic 10: --, forc, attack, ethiopia, onlf
## Topic 11: rebel, ogaden, ethiopian, militari, battl
## Topic 12: claim, troop, onlf, success, battlefield
## Topic 13: freedom, peopl, somali, africa, sep
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -3.236, relative change = 6.766e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -3.234, relative change = 5.604e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -3.232, relative change = 5.126e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -3.231, relative change = 5.008e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -3.229, relative change = 5.258e-04)
## Topic 1: ethiopia, rebel, ogaden, group, victori
## Topic 2: ogaden, region, crime, ethiopia, state
## Topic 3: govern, polit, kill, separ, shaebia
## Topic 4: ethiopia, claim, victori, govern, sep
## Topic 5: kill, soldier, rebel, claim, ogadeni
## Topic 6: forc, aggreg, clash, inflict, say
## Topic 7: africa, apr, kismaayo, asia, pacif
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, jun, dozen, text, apr
## Topic 10: --, forc, attack, ethiopia, onlf
## Topic 11: rebel, ogaden, ethiopian, militari, battl
## Topic 12: claim, troop, onlf, success, battlefield
## Topic 13: freedom, peopl, somali, africa, sep
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -3.227, relative change = 6.372e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -3.224, relative change = 7.826e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -3.222, relative change = 6.753e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -3.220, relative change = 6.484e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -3.218, relative change = 6.048e-04)
## Topic 1: ethiopia, rebel, ogaden, group, victori
## Topic 2: ogaden, region, crime, ethiopia, state
## Topic 3: govern, polit, kill, separ, shaebia
## Topic 4: ethiopia, claim, victori, govern, sep
## Topic 5: kill, soldier, rebel, claim, ogadeni
## Topic 6: forc, aggreg, clash, inflict, say
## Topic 7: africa, apr, kismaayo, asia, pacif
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, jun, dozen, text, apr
## Topic 10: --, forc, attack, ethiopia, onlf
## Topic 11: rebel, ogaden, ethiopian, militari, battl
## Topic 12: claim, troop, onlf, success, battlefield
## Topic 13: freedom, peopl, somali, africa, ogadeni
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -3.216, relative change = 6.007e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -3.215, relative change = 4.906e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -3.213, relative change = 4.897e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -3.211, relative change = 4.912e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -3.210, relative change = 4.774e-04)
## Topic 1: ethiopia, rebel, ogaden, group, victori
## Topic 2: ogaden, region, crime, ethiopia, state
## Topic 3: govern, polit, kill, separ, shaebia
## Topic 4: ethiopia, claim, victori, govern, sep
## Topic 5: kill, rebel, soldier, claim, ogadeni
## Topic 6: forc, aggreg, clash, inflict, say
## Topic 7: africa, apr, kismaayo, asia, svd
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, jun, text, dozen, apr
## Topic 10: --, forc, attack, ethiopia, onlf
## Topic 11: rebel, ogaden, ethiopian, militari, battl
## Topic 12: claim, troop, onlf, ethiopian, success
## Topic 13: freedom, peopl, somali, africa, ogadeni
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -3.209, relative change = 4.277e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -3.207, relative change = 3.555e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -3.206, relative change = 3.003e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -3.206, relative change = 2.704e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.205, relative change = 2.947e-04)
## Topic 1: ethiopia, rebel, ogaden, group, victori
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: govern, polit, kill, separ, shaebia
## Topic 4: ethiopia, claim, victori, govern, sep
## Topic 5: kill, rebel, soldier, claim, ogadeni
## Topic 6: forc, aggreg, clash, inflict, say
## Topic 7: africa, apr, kismaayo, svd, asia
## Topic 8: ogaden, ethiopian, onlin, soldier, kill
## Topic 9: ogadeni, jun, text, apr, freedom
## Topic 10: --, forc, attack, ethiopia, onlf
## Topic 11: rebel, ogaden, ethiopian, militari, battl
## Topic 12: claim, troop, ethiopian, onlf, success
## Topic 13: freedom, peopl, somali, africa, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -3.203, relative change = 6.000e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -3.201, relative change = 6.907e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -3.200, relative change = 2.167e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -3.199, relative change = 2.041e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.199, relative change = 2.014e-04)
## Topic 1: ethiopia, rebel, ogaden, group, victori
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: govern, polit, kill, separ, shaebia
## Topic 4: ethiopia, claim, victori, govern, sep
## Topic 5: rebel, kill, soldier, ogadeni, claim
## Topic 6: forc, aggreg, clash, inflict, say
## Topic 7: africa, apr, kismaayo, asia, svd
## Topic 8: ethiopian, ogaden, onlin, soldier, kill
## Topic 9: ogadeni, jun, text, apr, freedom
## Topic 10: --, forc, attack, onlf, ethiopia
## Topic 11: rebel, ogaden, militari, battl, ethiopian
## Topic 12: claim, troop, ethiopian, onlf, success
## Topic 13: freedom, peopl, somali, africa, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -3.198, relative change = 1.657e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 52 (approx. per word bound = -3.197, relative change = 1.636e-04)
## ..................................................................................................................
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## Completing Iteration 53 (approx. per word bound = -3.197, relative change = 1.724e-04)
## ..................................................................................................................
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## Completing Iteration 54 (approx. per word bound = -3.196, relative change = 1.805e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -3.196, relative change = 1.864e-04)
## Topic 1: ethiopia, rebel, ogaden, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: govern, polit, kill, separ, africa
## Topic 4: ethiopia, claim, victori, govern, sep
## Topic 5: rebel, kill, soldier, ogadeni, claim
## Topic 6: forc, aggreg, clash, inflict, say
## Topic 7: africa, apr, kismaayo, asia, svd
## Topic 8: ethiopian, ogaden, onlin, soldier, kill
## Topic 9: ogadeni, jun, text, apr, freedom
## Topic 10: --, forc, attack, onlf, ethiopia
## Topic 11: rebel, ogaden, militari, battl, armi
## Topic 12: claim, ethiopian, troop, onlf, success
## Topic 13: freedom, peopl, somali, africa, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 56 (approx. per word bound = -3.195, relative change = 1.886e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 57 (approx. per word bound = -3.195, relative change = 1.806e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 58 (approx. per word bound = -3.194, relative change = 1.685e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 59 (approx. per word bound = -3.194, relative change = 1.599e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 60 (approx. per word bound = -3.193, relative change = 1.561e-04)
## Topic 1: ethiopia, rebel, ogaden, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: govern, polit, kill, africa, separ
## Topic 4: ethiopia, claim, victori, govern, sep
## Topic 5: rebel, soldier, kill, ogadeni, claim
## Topic 6: forc, aggreg, clash, govern, inflict
## Topic 7: africa, kismaayo, asia, svd, pacif
## Topic 8: ethiopian, ogaden, onlin, soldier, kill
## Topic 9: ogadeni, jun, text, apr, freedom
## Topic 10: --, forc, attack, onlf, ethiopia
## Topic 11: rebel, ogaden, militari, battl, africa
## Topic 12: claim, ethiopian, troop, onlf, success
## Topic 13: freedom, peopl, somali, africa, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 61 (approx. per word bound = -3.192, relative change = 1.676e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 62 (approx. per word bound = -3.192, relative change = 2.124e-04)
## ..................................................................................................................
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## Completing Iteration 63 (approx. per word bound = -3.191, relative change = 2.089e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 64 (approx. per word bound = -3.191, relative change = 1.880e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 65 (approx. per word bound = -3.190, relative change = 1.513e-04)
## Topic 1: ethiopia, rebel, ogaden, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: govern, polit, kill, africa, separ
## Topic 4: ethiopia, claim, victori, govern, sep
## Topic 5: rebel, soldier, kill, ogadeni, claim
## Topic 6: forc, govern, aggreg, clash, inflict
## Topic 7: africa, asia, kismaayo, svd, pacif
## Topic 8: ethiopian, ogaden, onlin, soldier, kill
## Topic 9: ogadeni, jun, text, apr, freedom
## Topic 10: --, forc, attack, onlf, ethiopia
## Topic 11: rebel, ogaden, militari, battl, africa
## Topic 12: ethiopian, claim, troop, onlf, success
## Topic 13: freedom, peopl, somali, africa, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 66 (approx. per word bound = -3.190, relative change = 1.460e-04)
## ..................................................................................................................
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## Completing Iteration 67 (approx. per word bound = -3.189, relative change = 1.375e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 68 (approx. per word bound = -3.189, relative change = 1.330e-04)
## ..................................................................................................................
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## Completing Iteration 69 (approx. per word bound = -3.188, relative change = 1.301e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 70 (approx. per word bound = -3.188, relative change = 1.287e-04)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: govern, polit, kill, africa, separ
## Topic 4: ethiopia, claim, victori, govern, sep
## Topic 5: rebel, soldier, kill, ogadeni, claim
## Topic 6: forc, govern, aggreg, clash, inflict
## Topic 7: africa, asia, kismaayo, pacif, svd
## Topic 8: ethiopian, ogaden, onlin, kill, soldier
## Topic 9: ogadeni, jun, text, freedom, apr
## Topic 10: --, forc, attack, onlf, ethiopia
## Topic 11: rebel, ogaden, battl, militari, africa
## Topic 12: ethiopian, claim, troop, onlf, success
## Topic 13: freedom, peopl, somali, africa, apr
## ..................................................................................................................
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## Completing Iteration 71 (approx. per word bound = -3.187, relative change = 1.277e-04)
## ..................................................................................................................
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## Completing Iteration 72 (approx. per word bound = -3.187, relative change = 1.276e-04)
## ..................................................................................................................
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## Completing Iteration 73 (approx. per word bound = -3.187, relative change = 1.297e-04)
## ..................................................................................................................
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## Completing Iteration 74 (approx. per word bound = -3.186, relative change = 1.323e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 75 (approx. per word bound = -3.186, relative change = 1.430e-04)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: govern, polit, kill, africa, separ
## Topic 4: ethiopia, claim, victori, govern, sep
## Topic 5: rebel, soldier, ogadeni, kill, claim
## Topic 6: govern, forc, aggreg, clash, inflict
## Topic 7: africa, asia, kismaayo, pacif, apr
## Topic 8: ethiopian, ogaden, kill, onlin, soldier
## Topic 9: ogadeni, jun, text, freedom, apr
## Topic 10: --, forc, attack, onlf, ogaden
## Topic 11: rebel, ogaden, battl, militari, africa
## Topic 12: ethiopian, claim, troop, onlf, success
## Topic 13: freedom, peopl, somali, africa, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 76 (approx. per word bound = -3.185, relative change = 1.312e-04)
## ..................................................................................................................
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## Completing Iteration 77 (approx. per word bound = -3.185, relative change = 1.288e-04)
## ..................................................................................................................
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## Completing Iteration 78 (approx. per word bound = -3.185, relative change = 1.363e-04)
## ..................................................................................................................
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## Completing Iteration 79 (approx. per word bound = -3.184, relative change = 1.382e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -3.184, relative change = 1.613e-04)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: govern, polit, africa, kill, separ
## Topic 4: ethiopia, claim, victori, govern, sep
## Topic 5: rebel, soldier, ogadeni, kill, claim
## Topic 6: govern, forc, aggreg, africa, inflict
## Topic 7: africa, asia, kismaayo, pacif, apr
## Topic 8: ethiopian, ogaden, kill, onlin, soldier
## Topic 9: ogadeni, jun, text, freedom, peopl
## Topic 10: --, forc, ogaden, attack, onlf
## Topic 11: rebel, ogaden, battl, militari, armi
## Topic 12: ethiopian, claim, troop, onlf, success
## Topic 13: freedom, peopl, somali, africa, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 81 (approx. per word bound = -3.183, relative change = 1.358e-04)
## ..................................................................................................................
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## Completing Iteration 82 (approx. per word bound = -3.183, relative change = 1.373e-04)
## ..................................................................................................................
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## Completing Iteration 83 (approx. per word bound = -3.182, relative change = 1.495e-04)
## ..................................................................................................................
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## Completing Iteration 84 (approx. per word bound = -3.182, relative change = 1.621e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 85 (approx. per word bound = -3.181, relative change = 1.669e-04)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: govern, polit, africa, kill, clash
## Topic 4: ethiopia, claim, victori, govern, sep
## Topic 5: rebel, ogadeni, soldier, kill, claim
## Topic 6: govern, forc, africa, aggreg, rebel
## Topic 7: africa, asia, kismaayo, pacif, issu
## Topic 8: ethiopian, ogaden, kill, onlin, soldier
## Topic 9: ogadeni, jun, text, freedom, peopl
## Topic 10: --, forc, rebel, ogaden, attack
## Topic 11: rebel, ogaden, battl, militari, armi
## Topic 12: ethiopian, claim, troop, onlf, success
## Topic 13: freedom, peopl, somali, africa, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 86 (approx. per word bound = -3.181, relative change = 1.575e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 87 (approx. per word bound = -3.180, relative change = 1.381e-04)
## ..................................................................................................................
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## Completing Iteration 88 (approx. per word bound = -3.180, relative change = 1.230e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 89 (approx. per word bound = -3.179, relative change = 1.173e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 90 (approx. per word bound = -3.179, relative change = 1.197e-04)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: govern, polit, africa, kill, clash
## Topic 4: ethiopia, claim, victori, govern, sep
## Topic 5: rebel, ogadeni, soldier, kill, claim
## Topic 6: govern, forc, africa, aggreg, rebel
## Topic 7: africa, asia, pacif, kismaayo, issu
## Topic 8: ethiopian, ogaden, kill, onlin, soldier
## Topic 9: ogadeni, jun, text, freedom, peopl
## Topic 10: --, forc, rebel, ogaden, govern
## Topic 11: rebel, ogaden, battl, militari, armi
## Topic 12: ethiopian, claim, troop, success, onlf
## Topic 13: freedom, peopl, somali, africa, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 91 (approx. per word bound = -3.179, relative change = 1.380e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 92 (approx. per word bound = -3.178, relative change = 1.828e-04)
## ..................................................................................................................
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## Completing Iteration 93 (approx. per word bound = -3.177, relative change = 1.946e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 94 (approx. per word bound = -3.177, relative change = 1.430e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -3.177, relative change = 1.201e-04)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: govern, polit, africa, kill, clash
## Topic 4: ethiopia, claim, victori, govern, sep
## Topic 5: rebel, ogadeni, soldier, kill, claim
## Topic 6: govern, forc, africa, rebel, aggreg
## Topic 7: africa, asia, issu, prison, research
## Topic 8: ethiopian, ogaden, kill, soldier, onlin
## Topic 9: ogadeni, jun, text, freedom, peopl
## Topic 10: --, forc, rebel, ogaden, govern
## Topic 11: rebel, ogaden, battl, militari, armi
## Topic 12: ethiopian, claim, troop, success, onlf
## Topic 13: freedom, peopl, somali, africa, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 96 (approx. per word bound = -3.176, relative change = 1.141e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 97 (approx. per word bound = -3.176, relative change = 1.159e-04)
## ..................................................................................................................
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## Completing Iteration 98 (approx. per word bound = -3.176, relative change = 1.186e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 99 (approx. per word bound = -3.175, relative change = 1.317e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 100 (approx. per word bound = -3.175, relative change = 1.656e-04)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: polit, govern, africa, kill, clash
## Topic 4: ethiopia, claim, victori, govern, sep
## Topic 5: rebel, ogadeni, soldier, kill, claim
## Topic 6: govern, forc, africa, rebel, kill
## Topic 7: africa, asia, issu, prison, research
## Topic 8: ethiopian, ogaden, kill, soldier, onlin
## Topic 9: ogadeni, jun, text, freedom, peopl
## Topic 10: --, forc, rebel, govern, ogaden
## Topic 11: rebel, ogaden, battl, militari, armi
## Topic 12: ethiopian, claim, troop, success, battlefield
## Topic 13: freedom, peopl, somali, africa, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 101 (approx. per word bound = -3.174, relative change = 2.413e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 102 (approx. per word bound = -3.173, relative change = 3.136e-04)
## ..................................................................................................................
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## Completing Iteration 103 (approx. per word bound = -3.172, relative change = 2.574e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 104 (approx. per word bound = -3.171, relative change = 1.733e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 105 (approx. per word bound = -3.171, relative change = 1.475e-04)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: polit, govern, africa, kill, clash
## Topic 4: ethiopia, claim, victori, govern, sep
## Topic 5: rebel, ogadeni, soldier, kill, claim
## Topic 6: govern, africa, forc, rebel, kill
## Topic 7: africa, asia, issu, prison, research
## Topic 8: ethiopian, ogaden, kill, soldier, onlin
## Topic 9: ogadeni, jun, text, freedom, peopl
## Topic 10: --, forc, rebel, africa, govern
## Topic 11: rebel, ogaden, militari, battl, claim
## Topic 12: ethiopian, troop, claim, success, battlefield
## Topic 13: freedom, peopl, somali, africa, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 106 (approx. per word bound = -3.171, relative change = 1.460e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 107 (approx. per word bound = -3.170, relative change = 1.468e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 108 (approx. per word bound = -3.170, relative change = 1.382e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 109 (approx. per word bound = -3.169, relative change = 1.281e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 110 (approx. per word bound = -3.169, relative change = 1.230e-04)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: polit, govern, africa, kill, clash
## Topic 4: ethiopia, claim, victori, govern, sep
## Topic 5: rebel, ogadeni, soldier, kill, claim
## Topic 6: govern, africa, forc, rebel, apr
## Topic 7: africa, issu, prison, research, volum
## Topic 8: ethiopian, ogaden, kill, soldier, onlin
## Topic 9: ogadeni, jun, text, freedom, peopl
## Topic 10: --, rebel, forc, africa, ogaden
## Topic 11: rebel, ogaden, militari, battl, claim
## Topic 12: ethiopian, troop, claim, success, battlefield
## Topic 13: freedom, peopl, somali, africa, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 111 (approx. per word bound = -3.168, relative change = 1.194e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 112 (approx. per word bound = -3.168, relative change = 1.158e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 113 (approx. per word bound = -3.168, relative change = 1.112e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 114 (approx. per word bound = -3.167, relative change = 1.085e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 115 (approx. per word bound = -3.167, relative change = 1.059e-04)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: polit, govern, africa, kill, clash
## Topic 4: ethiopia, claim, victori, govern, sep
## Topic 5: rebel, ogadeni, soldier, kill, claim
## Topic 6: govern, africa, forc, rebel, apr
## Topic 7: africa, issu, prison, research, volum
## Topic 8: ogaden, ethiopian, kill, soldier, onlin
## Topic 9: ogadeni, jun, text, freedom, peopl
## Topic 10: --, rebel, forc, africa, ogaden
## Topic 11: rebel, ogaden, claim, militari, battl
## Topic 12: ethiopian, troop, claim, success, battlefield
## Topic 13: freedom, peopl, somali, africa, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 116 (approx. per word bound = -3.167, relative change = 1.052e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 117 (approx. per word bound = -3.166, relative change = 1.059e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 118 (approx. per word bound = -3.166, relative change = 1.098e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 119 (approx. per word bound = -3.166, relative change = 1.190e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 120 (approx. per word bound = -3.165, relative change = 1.383e-04)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: polit, govern, africa, kill, clash
## Topic 4: ethiopia, claim, victori, govern, sep
## Topic 5: ogadeni, rebel, soldier, kill, claim
## Topic 6: govern, africa, rebel, forc, apr
## Topic 7: africa, issu, prison, research, volum
## Topic 8: ogaden, ethiopian, kill, soldier, onlin
## Topic 9: ogadeni, jun, text, freedom, peopl
## Topic 10: --, rebel, forc, africa, ogaden
## Topic 11: rebel, ogaden, claim, militari, battl
## Topic 12: ethiopian, troop, claim, success, battlefield
## Topic 13: freedom, peopl, somali, africa, apr
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 121 (approx. per word bound = -3.165, relative change = 1.611e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 122 (approx. per word bound = -3.164, relative change = 1.682e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 123 (approx. per word bound = -3.164, relative change = 1.673e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 124 (approx. per word bound = -3.163, relative change = 1.646e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 125 (approx. per word bound = -3.163, relative change = 1.616e-04)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: polit, govern, africa, kill, eritrean
## Topic 4: ethiopia, claim, victori, govern, sep
## Topic 5: ogadeni, rebel, soldier, kill, claim
## Topic 6: govern, africa, rebel, forc, apr
## Topic 7: africa, issu, prison, research, volum
## Topic 8: ogaden, ethiopian, kill, soldier, onlin
## Topic 9: ogadeni, jun, text, freedom, peopl
## Topic 10: --, rebel, forc, africa, ogaden
## Topic 11: rebel, ogaden, claim, militari, battl
## Topic 12: ethiopian, troop, claim, success, battlefield
## Topic 13: freedom, peopl, somali, africa, apr
## ..................................................................................................................
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## Completing Iteration 126 (approx. per word bound = -3.162, relative change = 1.621e-04)
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## Completing Iteration 127 (approx. per word bound = -3.162, relative change = 1.778e-04)
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## Completing Iteration 128 (approx. per word bound = -3.161, relative change = 2.311e-04)
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## Completing Iteration 130 (approx. per word bound = -3.159, relative change = 2.559e-04)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: polit, govern, africa, kill, eritrean
## Topic 4: ethiopia, claim, victori, govern, sep
## Topic 5: ogadeni, rebel, soldier, kill, claim
## Topic 6: govern, africa, rebel, forc, kill
## Topic 7: africa, issu, prison, research, volum
## Topic 8: ogaden, ethiopian, kill, soldier, onlin
## Topic 9: ogadeni, jun, text, freedom, peopl
## Topic 10: --, rebel, forc, africa, ogaden
## Topic 11: rebel, ogaden, claim, militari, battl
## Topic 12: ethiopian, troop, claim, success, battlefield
## Topic 13: freedom, peopl, somali, africa, apr
## ..................................................................................................................
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## Completing Iteration 131 (approx. per word bound = -3.158, relative change = 1.766e-04)
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## Completing Iteration 132 (approx. per word bound = -3.158, relative change = 1.557e-04)
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## Completing Iteration 133 (approx. per word bound = -3.158, relative change = 1.543e-04)
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## Completing Iteration 135 (approx. per word bound = -3.156, relative change = 1.653e-04)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: polit, govern, africa, kill, eritrean
## Topic 4: ethiopia, claim, govern, sep, victori
## Topic 5: ogadeni, rebel, soldier, kill, claim
## Topic 6: govern, africa, rebel, forc, kill
## Topic 7: africa, issu, prison, research, volum
## Topic 8: ogaden, ethiopian, kill, soldier, onlin
## Topic 9: ogadeni, jun, text, freedom, peopl
## Topic 10: --, rebel, forc, africa, ogaden
## Topic 11: rebel, ogaden, claim, militari, battl
## Topic 12: ethiopian, troop, claim, success, battlefield
## Topic 13: peopl, freedom, somali, africa, apr
## ..................................................................................................................
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## Completing Iteration 136 (approx. per word bound = -3.156, relative change = 1.722e-04)
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## Completing Iteration 137 (approx. per word bound = -3.155, relative change = 1.751e-04)
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## Completing Iteration 138 (approx. per word bound = -3.155, relative change = 1.813e-04)
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## Completing Iteration 139 (approx. per word bound = -3.154, relative change = 1.837e-04)
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## Completing Iteration 140 (approx. per word bound = -3.154, relative change = 1.846e-04)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: polit, govern, africa, kill, eritrean
## Topic 4: ethiopia, claim, govern, sep, rebel
## Topic 5: ogadeni, rebel, soldier, kill, claim
## Topic 6: govern, africa, rebel, kill, forc
## Topic 7: africa, issu, prison, research, volum
## Topic 8: ogaden, ethiopian, soldier, kill, onlin
## Topic 9: ogadeni, jun, text, freedom, africa
## Topic 10: --, rebel, forc, africa, ogaden
## Topic 11: rebel, ogaden, claim, ethiopia, militari
## Topic 12: ethiopian, troop, claim, success, battlefield
## Topic 13: peopl, freedom, somali, africa, apr
## ..................................................................................................................
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## Completing Iteration 141 (approx. per word bound = -3.153, relative change = 1.843e-04)
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## Completing Iteration 142 (approx. per word bound = -3.152, relative change = 1.845e-04)
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## Completing Iteration 143 (approx. per word bound = -3.152, relative change = 1.876e-04)
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## Completing Iteration 145 (approx. per word bound = -3.151, relative change = 1.984e-04)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: polit, govern, africa, kill, eritrean
## Topic 4: ethiopia, claim, govern, rebel, sep
## Topic 5: ogadeni, rebel, soldier, kill, claim
## Topic 6: govern, africa, rebel, kill, forc
## Topic 7: africa, issu, prison, research, volum
## Topic 8: ogaden, ethiopian, soldier, onlin, kill
## Topic 9: ogadeni, jun, text, freedom, africa
## Topic 10: --, forc, ogaden, africa, rebel
## Topic 11: rebel, ogaden, claim, ethiopia, militari
## Topic 12: ethiopian, troop, rebel, claim, success
## Topic 13: peopl, freedom, somali, africa, apr
## ..................................................................................................................
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## Completing Iteration 146 (approx. per word bound = -3.150, relative change = 1.875e-04)
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## Completing Iteration 147 (approx. per word bound = -3.150, relative change = 1.705e-04)
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## Completing Iteration 148 (approx. per word bound = -3.149, relative change = 1.561e-04)
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## Completing Iteration 149 (approx. per word bound = -3.149, relative change = 1.492e-04)
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## Completing Iteration 150 (approx. per word bound = -3.148, relative change = 1.418e-04)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: polit, govern, africa, kill, eritrean
## Topic 4: ethiopia, rebel, govern, sep, claim
## Topic 5: ogadeni, rebel, soldier, kill, claim
## Topic 6: govern, africa, rebel, kill, forc
## Topic 7: africa, issu, prison, research, volum
## Topic 8: ogaden, ethiopian, soldier, onlin, kill
## Topic 9: ogadeni, jun, text, freedom, africa
## Topic 10: --, forc, ogaden, onlf, africa
## Topic 11: rebel, ogaden, claim, ethiopia, militari
## Topic 12: ethiopian, troop, rebel, claim, success
## Topic 13: peopl, freedom, somali, africa, apr
## ..................................................................................................................
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## Completing Iteration 151 (approx. per word bound = -3.148, relative change = 1.383e-04)
## ..................................................................................................................
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## Completing Iteration 152 (approx. per word bound = -3.147, relative change = 1.332e-04)
## ..................................................................................................................
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## Completing Iteration 153 (approx. per word bound = -3.147, relative change = 1.298e-04)
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## Completing Iteration 154 (approx. per word bound = -3.146, relative change = 1.252e-04)
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## Completing Iteration 155 (approx. per word bound = -3.146, relative change = 1.206e-04)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: polit, govern, africa, kill, eritrean
## Topic 4: ethiopia, rebel, sep, govern, claim
## Topic 5: ogadeni, rebel, soldier, kill, claim
## Topic 6: govern, africa, rebel, kill, forc
## Topic 7: africa, issu, prison, research, volum
## Topic 8: ogaden, ethiopian, soldier, onlin, kill
## Topic 9: ogadeni, jun, text, freedom, africa
## Topic 10: --, forc, ogaden, onlf, africa
## Topic 11: rebel, claim, ogaden, ethiopia, militari
## Topic 12: rebel, ethiopian, troop, claim, govern
## Topic 13: peopl, freedom, somali, africa, apr
## ..................................................................................................................
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## Completing Iteration 156 (approx. per word bound = -3.146, relative change = 1.179e-04)
## ..................................................................................................................
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## Completing Iteration 157 (approx. per word bound = -3.145, relative change = 1.118e-04)
## ..................................................................................................................
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## Completing Iteration 158 (approx. per word bound = -3.145, relative change = 1.082e-04)
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## Completing Iteration 159 (approx. per word bound = -3.145, relative change = 1.037e-04)
## ..................................................................................................................
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## Completing Iteration 160 (approx. per word bound = -3.144, relative change = 9.817e-05)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: polit, govern, africa, kill, eritrean
## Topic 4: ethiopia, rebel, sep, govern, claim
## Topic 5: ogadeni, soldier, rebel, kill, claim
## Topic 6: govern, africa, rebel, kill, forc
## Topic 7: africa, issu, prison, research, volum
## Topic 8: ogaden, ethiopian, soldier, onlin, kill
## Topic 9: ogadeni, jun, text, freedom, africa
## Topic 10: --, forc, ogaden, onlf, africa
## Topic 11: rebel, claim, ogaden, ethiopia, militari
## Topic 12: rebel, ethiopian, troop, govern, claim
## Topic 13: peopl, freedom, somali, africa, sep
## ..................................................................................................................
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## Completing Iteration 161 (approx. per word bound = -3.144, relative change = 9.588e-05)
## ..................................................................................................................
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## Completing Iteration 162 (approx. per word bound = -3.144, relative change = 9.300e-05)
## ..................................................................................................................
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## Completing Iteration 163 (approx. per word bound = -3.143, relative change = 9.390e-05)
## ..................................................................................................................
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## Completing Iteration 164 (approx. per word bound = -3.143, relative change = 9.987e-05)
## ..................................................................................................................
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## Completing Iteration 165 (approx. per word bound = -3.143, relative change = 1.165e-04)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: polit, govern, africa, kill, eritrean
## Topic 4: ethiopia, rebel, sep, claim, govern
## Topic 5: ogadeni, soldier, rebel, kill, claim
## Topic 6: govern, africa, rebel, kill, forc
## Topic 7: africa, issu, prison, research, volum
## Topic 8: ogaden, ethiopian, soldier, onlin, kill
## Topic 9: ogadeni, jun, text, freedom, africa
## Topic 10: --, forc, ogaden, onlf, africa
## Topic 11: claim, rebel, ethiopia, ogaden, victori
## Topic 12: rebel, ethiopian, troop, govern, africa
## Topic 13: peopl, freedom, somali, africa, sep
## ..................................................................................................................
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## Completing Iteration 166 (approx. per word bound = -3.142, relative change = 1.528e-04)
## ..................................................................................................................
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## Completing Iteration 167 (approx. per word bound = -3.142, relative change = 2.024e-04)
## ..................................................................................................................
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## Completing Iteration 168 (approx. per word bound = -3.141, relative change = 2.226e-04)
## ..................................................................................................................
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## Completing Iteration 169 (approx. per word bound = -3.140, relative change = 1.786e-04)
## ..................................................................................................................
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## Completing Iteration 170 (approx. per word bound = -3.140, relative change = 1.224e-04)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: polit, govern, africa, kill, eritrean
## Topic 4: rebel, ethiopia, govern, sep, claim
## Topic 5: ogadeni, soldier, rebel, kill, claim
## Topic 6: govern, africa, rebel, kill, forc
## Topic 7: africa, issu, prison, research, volum
## Topic 8: ogaden, ethiopian, soldier, onlin, kill
## Topic 9: ogadeni, jun, text, freedom, africa
## Topic 10: --, forc, ogaden, onlf, attack
## Topic 11: ethiopia, claim, rebel, ogaden, victori
## Topic 12: rebel, ethiopian, troop, govern, africa
## Topic 13: peopl, freedom, somali, africa, sep
## ..................................................................................................................
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## Completing Iteration 171 (approx. per word bound = -3.140, relative change = 9.745e-05)
## ..................................................................................................................
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## Completing Iteration 172 (approx. per word bound = -3.139, relative change = 8.609e-05)
## ..................................................................................................................
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## Completing Iteration 173 (approx. per word bound = -3.139, relative change = 8.288e-05)
## ..................................................................................................................
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## Completing Iteration 174 (approx. per word bound = -3.139, relative change = 8.099e-05)
## ..................................................................................................................
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## Completing Iteration 175 (approx. per word bound = -3.139, relative change = 8.033e-05)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: polit, govern, africa, eritrean, asmara
## Topic 4: rebel, ethiopia, govern, claim, sep
## Topic 5: ogadeni, soldier, rebel, kill, claim
## Topic 6: africa, govern, rebel, kill, forc
## Topic 7: africa, issu, prison, research, volum
## Topic 8: ogaden, ethiopian, soldier, onlin, kill
## Topic 9: ogadeni, jun, freedom, text, africa
## Topic 10: --, forc, ogaden, onlf, attack
## Topic 11: ethiopia, claim, rebel, ogaden, victori
## Topic 12: rebel, ethiopian, troop, africa, govern
## Topic 13: peopl, freedom, somali, africa, sep
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 176 (approx. per word bound = -3.138, relative change = 8.012e-05)
## ..................................................................................................................
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## Completing Iteration 177 (approx. per word bound = -3.138, relative change = 7.953e-05)
## ..................................................................................................................
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## Completing Iteration 178 (approx. per word bound = -3.138, relative change = 8.400e-05)
## ..................................................................................................................
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## Completing Iteration 179 (approx. per word bound = -3.138, relative change = 8.689e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 180 (approx. per word bound = -3.137, relative change = 9.274e-05)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: polit, govern, africa, eritrean, asmara
## Topic 4: rebel, ethiopia, claim, govern, sep
## Topic 5: ogadeni, soldier, rebel, kill, claim
## Topic 6: africa, rebel, govern, kill, forc
## Topic 7: africa, issu, prison, research, volum
## Topic 8: ogaden, ethiopian, soldier, onlin, kill
## Topic 9: ogadeni, jun, freedom, text, africa
## Topic 10: --, forc, ogaden, onlf, attack
## Topic 11: ethiopia, claim, rebel, ogaden, victori
## Topic 12: rebel, ethiopian, troop, africa, govern
## Topic 13: peopl, freedom, somali, africa, ogadeni
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 181 (approx. per word bound = -3.137, relative change = 1.005e-04)
## ..................................................................................................................
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## Completing Iteration 182 (approx. per word bound = -3.137, relative change = 1.038e-04)
## ..................................................................................................................
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## Completing Iteration 183 (approx. per word bound = -3.136, relative change = 1.005e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 184 (approx. per word bound = -3.136, relative change = 9.126e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 185 (approx. per word bound = -3.136, relative change = 8.564e-05)
## Topic 1: ethiopia, ogaden, rebel, victori, battl
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: polit, govern, africa, group, eritrean
## Topic 4: rebel, claim, ethiopia, govern, forc
## Topic 5: ogadeni, soldier, rebel, kill, claim
## Topic 6: africa, rebel, govern, kill, apr
## Topic 7: africa, issu, prison, research, volum
## Topic 8: ogaden, ethiopian, soldier, onlin, kill
## Topic 9: ogadeni, jun, freedom, text, africa
## Topic 10: --, forc, ogaden, onlf, attack
## Topic 11: ethiopia, claim, rebel, ogaden, victori
## Topic 12: rebel, ethiopian, troop, africa, govern
## Topic 13: peopl, freedom, somali, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 186 (approx. per word bound = -3.136, relative change = 8.216e-05)
## ..................................................................................................................
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## Completing Iteration 187 (approx. per word bound = -3.135, relative change = 8.402e-05)
## ..................................................................................................................
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## Completing Iteration 188 (approx. per word bound = -3.135, relative change = 8.886e-05)
## ..................................................................................................................
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## Completing Iteration 189 (approx. per word bound = -3.135, relative change = 9.643e-05)
## ..................................................................................................................
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## Completing Iteration 190 (approx. per word bound = -3.134, relative change = 1.063e-04)
## Topic 1: ethiopia, ogaden, rebel, victori, group
## Topic 2: ogaden, region, crime, ethiopia, somali
## Topic 3: polit, govern, africa, group, asmara
## Topic 4: rebel, claim, govern, forc, ethiopia
## Topic 5: ogadeni, soldier, rebel, kill, claim
## Topic 6: africa, rebel, kill, govern, apr
## Topic 7: africa, issu, prison, research, volum
## Topic 8: ogaden, ethiopian, soldier, onlin, kill
## Topic 9: ogadeni, jun, freedom, text, africa
## Topic 10: --, forc, ogaden, onlf, attack
## Topic 11: ethiopia, claim, rebel, ogaden, victori
## Topic 12: rebel, ethiopian, troop, africa, govern
## Topic 13: peopl, freedom, somali, africa, ogadeni
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 191 (approx. per word bound = -3.134, relative change = 1.109e-04)
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## Completing Iteration 192 (approx. per word bound = -3.134, relative change = 1.030e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 193 (approx. per word bound = -3.133, relative change = 9.502e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 194 (approx. per word bound = -3.133, relative change = 9.108e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 195 (approx. per word bound = -3.133, relative change = 9.242e-05)
## Topic 1: ethiopia, ogaden, rebel, group, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, govern, africa, group, asmara
## Topic 4: rebel, claim, govern, forc, sep
## Topic 5: ogadeni, soldier, rebel, kill, claim
## Topic 6: africa, rebel, kill, govern, apr
## Topic 7: africa, issu, prison, research, volum
## Topic 8: ogaden, ethiopian, soldier, onlin, kill
## Topic 9: ogadeni, jun, freedom, text, africa
## Topic 10: --, forc, ogaden, onlf, attack
## Topic 11: ethiopia, claim, rebel, ogaden, victori
## Topic 12: rebel, ethiopian, troop, africa, govern
## Topic 13: peopl, freedom, somali, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 196 (approx. per word bound = -3.133, relative change = 9.383e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 197 (approx. per word bound = -3.132, relative change = 1.021e-04)
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## Completing Iteration 200 (approx. per word bound = -3.131, relative change = 1.312e-04)
## Topic 1: ethiopia, ogaden, rebel, group, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, govern, group, africa, asmara
## Topic 4: rebel, claim, govern, forc, sep
## Topic 5: ogadeni, soldier, rebel, kill, claim
## Topic 6: africa, rebel, kill, govern, apr
## Topic 7: africa, asia, issu, prison, research
## Topic 8: ogaden, ethiopian, soldier, onlin, kill
## Topic 9: ogadeni, jun, freedom, text, africa
## Topic 10: --, forc, ogaden, onlf, attack
## Topic 11: ethiopia, claim, rebel, ogaden, victori
## Topic 12: rebel, ethiopian, troop, africa, govern
## Topic 13: peopl, freedom, somali, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 201 (approx. per word bound = -3.131, relative change = 1.548e-04)
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## Completing Iteration 202 (approx. per word bound = -3.130, relative change = 1.893e-04)
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## Completing Iteration 205 (approx. per word bound = -3.128, relative change = 1.674e-04)
## Topic 1: ethiopia, ogaden, rebel, group, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, govern, africa, asmara
## Topic 4: rebel, claim, forc, group, govern
## Topic 5: ogadeni, soldier, rebel, kill, claim
## Topic 6: africa, rebel, kill, govern, apr
## Topic 7: africa, asia, issu, prison, research
## Topic 8: ogaden, ethiopian, soldier, onlin, kill
## Topic 9: ogadeni, jun, freedom, text, africa
## Topic 10: --, forc, ogaden, onlf, attack
## Topic 11: ethiopia, claim, rebel, ogaden, victori
## Topic 12: rebel, ethiopian, troop, africa, govern
## Topic 13: peopl, freedom, somali, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 206 (approx. per word bound = -3.128, relative change = 1.354e-04)
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## Completing Iteration 207 (approx. per word bound = -3.127, relative change = 1.225e-04)
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## Completing Iteration 210 (approx. per word bound = -3.126, relative change = 1.186e-04)
## Topic 1: ethiopia, ogaden, rebel, group, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, govern, asmara
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, soldier, rebel, kill, somali
## Topic 6: africa, kill, rebel, govern, apr
## Topic 7: africa, asia, issu, prison, research
## Topic 8: ogaden, ethiopian, soldier, onlin, kill
## Topic 9: ogadeni, jun, freedom, text, africa
## Topic 10: --, forc, ogaden, onlf, attack
## Topic 11: ethiopia, claim, rebel, ogaden, victori
## Topic 12: rebel, ethiopian, africa, troop, govern
## Topic 13: peopl, freedom, somali, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 211 (approx. per word bound = -3.126, relative change = 1.182e-04)
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## Completing Iteration 212 (approx. per word bound = -3.126, relative change = 1.152e-04)
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## Completing Iteration 215 (approx. per word bound = -3.125, relative change = 9.814e-05)
## Topic 1: ethiopia, ogaden, rebel, group, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, govern, asmara
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, soldier, rebel, kill, somali
## Topic 6: africa, kill, rebel, govern, apr
## Topic 7: africa, asia, issu, pacif, prison
## Topic 8: ogaden, ethiopian, soldier, onlin, kill
## Topic 9: ogadeni, jun, freedom, text, apr
## Topic 10: --, forc, onlf, ogaden, attack
## Topic 11: ethiopia, claim, rebel, ogaden, victori
## Topic 12: rebel, ethiopian, africa, troop, govern
## Topic 13: peopl, freedom, somali, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 216 (approx. per word bound = -3.124, relative change = 9.989e-05)
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## Completing Iteration 217 (approx. per word bound = -3.124, relative change = 9.856e-05)
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## Completing Iteration 220 (approx. per word bound = -3.123, relative change = 6.829e-05)
## Topic 1: ethiopia, ogaden, group, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, govern, asmara
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, rebel, soldier, kill, somali
## Topic 6: africa, kill, rebel, govern, apr
## Topic 7: africa, asia, issu, pacif, prison
## Topic 8: ogaden, ethiopian, soldier, onlin, kill
## Topic 9: ogadeni, jun, freedom, text, apr
## Topic 10: --, forc, onlf, ogaden, attack
## Topic 11: ethiopia, claim, rebel, ogaden, victori
## Topic 12: rebel, ethiopian, africa, troop, govern
## Topic 13: peopl, freedom, somali, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 221 (approx. per word bound = -3.123, relative change = 6.384e-05)
## ..................................................................................................................
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## Completing Iteration 222 (approx. per word bound = -3.123, relative change = 6.034e-05)
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## Completing Iteration 225 (approx. per word bound = -3.122, relative change = 5.344e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, govern, asmara
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, rebel, soldier, kill, somali
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, asia, issu, pacif, prison
## Topic 8: ogaden, ethiopian, soldier, onlin, kill
## Topic 9: ogadeni, jun, freedom, apr, africa
## Topic 10: --, forc, onlf, attack, ogaden
## Topic 11: ethiopia, claim, rebel, ogaden, victori
## Topic 12: rebel, ethiopian, africa, troop, govern
## Topic 13: peopl, freedom, somali, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 226 (approx. per word bound = -3.122, relative change = 5.260e-05)
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## Completing Iteration 227 (approx. per word bound = -3.122, relative change = 5.159e-05)
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## Completing Iteration 228 (approx. per word bound = -3.122, relative change = 5.033e-05)
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## Completing Iteration 229 (approx. per word bound = -3.122, relative change = 4.890e-05)
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## Completing Iteration 230 (approx. per word bound = -3.122, relative change = 4.637e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, govern, asmara
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, rebel, soldier, kill, somali
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, asia, issu, pacif, prison
## Topic 8: ogaden, ethiopian, onlin, soldier, kill
## Topic 9: ogadeni, jun, freedom, apr, africa
## Topic 10: --, forc, onlf, attack, ogaden
## Topic 11: ethiopia, claim, rebel, ogaden, victori
## Topic 12: rebel, ethiopian, africa, troop, govern
## Topic 13: peopl, freedom, somali, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 231 (approx. per word bound = -3.121, relative change = 4.414e-05)
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## Completing Iteration 232 (approx. per word bound = -3.121, relative change = 4.253e-05)
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## Completing Iteration 233 (approx. per word bound = -3.121, relative change = 4.098e-05)
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## Completing Iteration 234 (approx. per word bound = -3.121, relative change = 3.843e-05)
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## Completing Iteration 235 (approx. per word bound = -3.121, relative change = 3.720e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, govern, asmara
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, rebel, soldier, kill, somali
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, asia, issu, pacif, prison
## Topic 8: ogaden, ethiopian, onlin, soldier, kill
## Topic 9: ogadeni, jun, freedom, africa, apr
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, ogaden
## Topic 12: rebel, ethiopian, africa, troop, govern
## Topic 13: peopl, freedom, somali, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 236 (approx. per word bound = -3.121, relative change = 3.544e-05)
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## Completing Iteration 237 (approx. per word bound = -3.121, relative change = 3.485e-05)
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## Completing Iteration 238 (approx. per word bound = -3.121, relative change = 3.414e-05)
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## Completing Iteration 239 (approx. per word bound = -3.121, relative change = 3.455e-05)
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## Completing Iteration 240 (approx. per word bound = -3.120, relative change = 3.522e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, govern, soldier
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, rebel, soldier, kill, somali
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, asia, issu, pacif, prison
## Topic 8: ogaden, ethiopian, onlin, soldier, kill
## Topic 9: ogadeni, jun, freedom, africa, apr
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, ogaden
## Topic 12: rebel, ethiopian, africa, troop, govern
## Topic 13: peopl, freedom, somali, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 241 (approx. per word bound = -3.120, relative change = 3.671e-05)
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## Completing Iteration 242 (approx. per word bound = -3.120, relative change = 3.609e-05)
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## Completing Iteration 243 (approx. per word bound = -3.120, relative change = 3.427e-05)
## ..................................................................................................................
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## Completing Iteration 244 (approx. per word bound = -3.120, relative change = 3.208e-05)
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## Completing Iteration 245 (approx. per word bound = -3.120, relative change = 2.788e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, govern, soldier
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, rebel, kill, soldier, somali
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, asia, issu, pacif, prison
## Topic 8: ogaden, ethiopian, onlin, soldier, kill
## Topic 9: ogadeni, jun, freedom, africa, apr
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, ogaden
## Topic 12: rebel, ethiopian, africa, troop, ogaden
## Topic 13: peopl, freedom, somali, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 246 (approx. per word bound = -3.120, relative change = 2.601e-05)
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## Completing Iteration 247 (approx. per word bound = -3.120, relative change = 2.516e-05)
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## Completing Iteration 248 (approx. per word bound = -3.120, relative change = 2.452e-05)
## ..................................................................................................................
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## Completing Iteration 249 (approx. per word bound = -3.120, relative change = 2.572e-05)
## ..................................................................................................................
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## Completing Iteration 250 (approx. per word bound = -3.119, relative change = 2.705e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, rebel, kill, somali, soldier
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, asia, issu, pacif, prison
## Topic 8: ogaden, ethiopian, onlin, soldier, kill
## Topic 9: ogadeni, jun, freedom, africa, apr
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, ogaden
## Topic 12: rebel, ethiopian, africa, troop, ogaden
## Topic 13: peopl, freedom, somali, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 251 (approx. per word bound = -3.119, relative change = 2.778e-05)
## ..................................................................................................................
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## Completing Iteration 252 (approx. per word bound = -3.119, relative change = 3.230e-05)
## ..................................................................................................................
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## Completing Iteration 253 (approx. per word bound = -3.119, relative change = 3.509e-05)
## ..................................................................................................................
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## Completing Iteration 254 (approx. per word bound = -3.119, relative change = 4.035e-05)
## ..................................................................................................................
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## Completing Iteration 255 (approx. per word bound = -3.119, relative change = 4.679e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, rebel, kill, somali, freedom
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, asia, issu, pacif, prison
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, jun, africa, apr
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, ogaden
## Topic 12: rebel, ethiopian, africa, troop, ogaden
## Topic 13: peopl, freedom, somali, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 256 (approx. per word bound = -3.119, relative change = 5.869e-05)
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## Completing Iteration 257 (approx. per word bound = -3.118, relative change = 7.250e-05)
## ..................................................................................................................
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## Completing Iteration 258 (approx. per word bound = -3.118, relative change = 9.072e-05)
## ..................................................................................................................
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## Completing Iteration 259 (approx. per word bound = -3.118, relative change = 1.104e-04)
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## Completing Iteration 260 (approx. per word bound = -3.117, relative change = 1.234e-04)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, rebel, somali, kill, freedom
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, asia, issu, pacif, prison
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, jun, africa, apr
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, ogaden
## Topic 12: rebel, ethiopian, africa, troop, ogaden
## Topic 13: peopl, freedom, somali, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 261 (approx. per word bound = -3.117, relative change = 1.221e-04)
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## Completing Iteration 262 (approx. per word bound = -3.117, relative change = 1.069e-04)
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## Completing Iteration 263 (approx. per word bound = -3.117, relative change = 8.461e-05)
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## Completing Iteration 264 (approx. per word bound = -3.116, relative change = 6.231e-05)
## ..................................................................................................................
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## Completing Iteration 265 (approx. per word bound = -3.116, relative change = 4.691e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, rebel, somali, kill, freedom
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, asia, issu, pacif, prison
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, jun, africa, apr
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, ogaden
## Topic 12: rebel, ethiopian, africa, troop, govern
## Topic 13: peopl, freedom, somali, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 266 (approx. per word bound = -3.116, relative change = 3.645e-05)
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## Completing Iteration 267 (approx. per word bound = -3.116, relative change = 3.035e-05)
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## Completing Iteration 268 (approx. per word bound = -3.116, relative change = 2.677e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 269 (approx. per word bound = -3.116, relative change = 2.578e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 270 (approx. per word bound = -3.116, relative change = 2.314e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, rebel, somali, freedom, kill
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, asia, issu, pacif, prison
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, jun, africa, apr
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, ogaden
## Topic 12: rebel, ethiopian, africa, troop, govern
## Topic 13: peopl, freedom, somali, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 271 (approx. per word bound = -3.116, relative change = 2.366e-05)
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## Completing Iteration 272 (approx. per word bound = -3.116, relative change = 2.527e-05)
## ..................................................................................................................
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## Completing Iteration 273 (approx. per word bound = -3.115, relative change = 3.312e-05)
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## ..................................................................................................................
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## Completing Iteration 275 (approx. per word bound = -3.115, relative change = 1.022e-04)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, rebel, somali, freedom, kill
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, asia, issu, pacif, prison
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, jun, africa, apr
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, ogaden
## Topic 12: rebel, ethiopian, africa, troop, govern
## Topic 13: peopl, freedom, somali, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 276 (approx. per word bound = -3.114, relative change = 1.606e-04)
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## Completing Iteration 277 (approx. per word bound = -3.114, relative change = 1.908e-04)
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## Completing Iteration 279 (approx. per word bound = -3.113, relative change = 1.303e-04)
## ..................................................................................................................
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## Completing Iteration 280 (approx. per word bound = -3.113, relative change = 9.123e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, rebel, somali, freedom, kill
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, aggreg, asia, issu, pacif
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, jun, africa, apr
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, ogaden
## Topic 12: rebel, ethiopian, africa, troop, govern
## Topic 13: peopl, freedom, somali, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 281 (approx. per word bound = -3.112, relative change = 7.355e-05)
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## Completing Iteration 282 (approx. per word bound = -3.112, relative change = 6.176e-05)
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## Completing Iteration 285 (approx. per word bound = -3.112, relative change = 4.935e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: rebel, group, claim, forc, govern
## Topic 5: ogadeni, rebel, freedom, somali, kill
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, aggreg, asia, issu, pacif
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, jun, africa, apr
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, ogaden
## Topic 12: rebel, ethiopian, africa, troop, govern
## Topic 13: peopl, somali, freedom, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 286 (approx. per word bound = -3.112, relative change = 4.757e-05)
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## Completing Iteration 288 (approx. per word bound = -3.111, relative change = 4.292e-05)
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## Completing Iteration 290 (approx. per word bound = -3.111, relative change = 4.072e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: rebel, group, claim, forc, govern
## Topic 5: ogadeni, rebel, freedom, somali, kill
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, aggreg, asia, issu, pacif
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, jun, africa, apr
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, ogaden
## Topic 12: rebel, ethiopian, africa, troop, govern
## Topic 13: peopl, somali, freedom, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 291 (approx. per word bound = -3.111, relative change = 3.890e-05)
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## Completing Iteration 295 (approx. per word bound = -3.110, relative change = 3.901e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: rebel, group, claim, forc, govern
## Topic 5: ogadeni, rebel, freedom, somali, kill
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, aggreg, asia, issu, pacif
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, jun, africa, apr
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, ogaden
## Topic 12: rebel, ethiopian, africa, troop, govern
## Topic 13: peopl, somali, freedom, africa, ogadeni
## ..................................................................................................................
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## Completing Iteration 296 (approx. per word bound = -3.110, relative change = 4.078e-05)
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## Completing Iteration 297 (approx. per word bound = -3.110, relative change = 5.081e-05)
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## Completing Iteration 298 (approx. per word bound = -3.110, relative change = 7.387e-05)
## ..................................................................................................................
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## Completing Iteration 299 (approx. per word bound = -3.110, relative change = 1.260e-04)
## ..................................................................................................................
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## Completing Iteration 300 (approx. per word bound = -3.109, relative change = 1.780e-04)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, rebel, freedom, somali, kill
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, aggreg, asia, issu, pacif
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, jun, africa, apr
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, ogaden
## Topic 12: rebel, ethiopian, africa, troop, govern
## Topic 13: peopl, somali, freedom, ogadeni, africa
## ..................................................................................................................
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## Completing Iteration 301 (approx. per word bound = -3.109, relative change = 1.565e-04)
## ..................................................................................................................
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## Completing Iteration 302 (approx. per word bound = -3.108, relative change = 5.685e-05)
## ..................................................................................................................
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## Completing Iteration 303 (approx. per word bound = -3.108, relative change = 3.089e-05)
## ..................................................................................................................
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## Completing Iteration 304 (approx. per word bound = -3.108, relative change = 2.536e-05)
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## Completing Iteration 305 (approx. per word bound = -3.108, relative change = 2.557e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, rebel, freedom, somali, kill
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, aggreg, asia, issu, pacif
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, jun, africa, peopl
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, ogaden
## Topic 12: rebel, ethiopian, africa, troop, ogaden
## Topic 13: peopl, somali, freedom, ogadeni, africa
## ..................................................................................................................
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## Completing Iteration 306 (approx. per word bound = -3.108, relative change = 2.463e-05)
## ..................................................................................................................
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## Completing Iteration 307 (approx. per word bound = -3.108, relative change = 2.365e-05)
## ..................................................................................................................
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## Completing Iteration 308 (approx. per word bound = -3.108, relative change = 2.240e-05)
## ..................................................................................................................
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## Completing Iteration 309 (approx. per word bound = -3.108, relative change = 2.339e-05)
## ..................................................................................................................
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## Completing Iteration 310 (approx. per word bound = -3.108, relative change = 2.147e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, rebel, freedom, somali, peopl
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, aggreg, asia, issu, pacif
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, jun, africa, peopl
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, ogaden
## Topic 12: rebel, ethiopian, africa, troop, ogaden
## Topic 13: peopl, somali, freedom, ogadeni, africa
## ..................................................................................................................
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## Completing Iteration 311 (approx. per word bound = -3.108, relative change = 2.165e-05)
## ..................................................................................................................
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## Completing Iteration 312 (approx. per word bound = -3.108, relative change = 2.199e-05)
## ..................................................................................................................
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## Completing Iteration 313 (approx. per word bound = -3.108, relative change = 1.953e-05)
## ..................................................................................................................
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## Completing Iteration 314 (approx. per word bound = -3.107, relative change = 2.209e-05)
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## Completing Iteration 315 (approx. per word bound = -3.107, relative change = 2.230e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, rebel, freedom, somali, peopl
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, aggreg, asia, issu, pacif
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, jun, africa, peopl
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, militari
## Topic 12: rebel, ethiopian, africa, troop, ogaden
## Topic 13: peopl, somali, freedom, ogadeni, africa
## ..................................................................................................................
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## Completing Iteration 316 (approx. per word bound = -3.107, relative change = 3.116e-05)
## ..................................................................................................................
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## Completing Iteration 317 (approx. per word bound = -3.107, relative change = 7.435e-05)
## ..................................................................................................................
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## Completing Iteration 318 (approx. per word bound = -3.106, relative change = 2.385e-04)
## ..................................................................................................................
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## Completing Iteration 319 (approx. per word bound = -3.105, relative change = 3.468e-04)
## ..................................................................................................................
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## Completing Iteration 320 (approx. per word bound = -3.105, relative change = 1.989e-04)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, rebel, freedom, somali, peopl
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, aggreg, asia, issu, pacif
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, jun, africa, peopl
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, militari
## Topic 12: rebel, ethiopian, africa, troop, ogaden
## Topic 13: peopl, somali, freedom, ogadeni, africa
## ..................................................................................................................
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## Completing Iteration 321 (approx. per word bound = -3.104, relative change = 1.289e-04)
## ..................................................................................................................
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## Completing Iteration 322 (approx. per word bound = -3.104, relative change = 6.529e-05)
## ..................................................................................................................
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## Completing Iteration 323 (approx. per word bound = -3.104, relative change = 3.663e-05)
## ..................................................................................................................
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## Completing Iteration 324 (approx. per word bound = -3.104, relative change = 2.933e-05)
## ..................................................................................................................
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## Completing Iteration 325 (approx. per word bound = -3.104, relative change = 2.764e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, rebel, freedom, somali, peopl
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, aggreg, text, asia, issu
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, jun, africa, peopl
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, militari
## Topic 12: rebel, ethiopian, africa, ogaden, troop
## Topic 13: peopl, somali, freedom, ogadeni, africa
## ..................................................................................................................
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## Completing Iteration 326 (approx. per word bound = -3.104, relative change = 2.586e-05)
## ..................................................................................................................
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## Completing Iteration 327 (approx. per word bound = -3.104, relative change = 2.263e-05)
## ..................................................................................................................
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## Completing Iteration 328 (approx. per word bound = -3.104, relative change = 2.068e-05)
## ..................................................................................................................
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## Completing Iteration 329 (approx. per word bound = -3.103, relative change = 2.774e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 330 (approx. per word bound = -3.103, relative change = 5.888e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, rebel, freedom, somali, peopl
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, aggreg, text, issu, prison
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, jun, africa, peopl
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, militari
## Topic 12: rebel, ethiopian, africa, ogaden, troop
## Topic 13: peopl, somali, freedom, ogadeni, africa
## ..................................................................................................................
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## Completing Iteration 331 (approx. per word bound = -3.103, relative change = 1.378e-04)
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## Completing Iteration 332 (approx. per word bound = -3.102, relative change = 1.938e-04)
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## Completing Iteration 333 (approx. per word bound = -3.102, relative change = 1.159e-04)
## ..................................................................................................................
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## Completing Iteration 334 (approx. per word bound = -3.102, relative change = 4.027e-05)
## ..................................................................................................................
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## Completing Iteration 335 (approx. per word bound = -3.102, relative change = 2.061e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, freedom, rebel, somali, peopl
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, aggreg, text, asia, issu
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, jun, africa, peopl
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, militari
## Topic 12: rebel, ethiopian, africa, ogaden, troop
## Topic 13: peopl, somali, freedom, ogadeni, africa
## ..................................................................................................................
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## Completing Iteration 336 (approx. per word bound = -3.102, relative change = 1.793e-05)
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## Completing Iteration 337 (approx. per word bound = -3.102, relative change = 1.731e-05)
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## Completing Iteration 338 (approx. per word bound = -3.102, relative change = 1.626e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 339 (approx. per word bound = -3.101, relative change = 1.470e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 340 (approx. per word bound = -3.101, relative change = 1.444e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: rebel, claim, group, forc, govern
## Topic 5: ogadeni, freedom, rebel, somali, peopl
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, aggreg, text, asia, issu
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, africa, jun, peopl
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, militari
## Topic 12: rebel, ethiopian, africa, ogaden, troop
## Topic 13: peopl, somali, freedom, ogadeni, africa
## ..................................................................................................................
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## Completing Iteration 341 (approx. per word bound = -3.101, relative change = 1.425e-05)
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## Completing Iteration 342 (approx. per word bound = -3.101, relative change = 1.282e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 343 (approx. per word bound = -3.101, relative change = 1.343e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 344 (approx. per word bound = -3.101, relative change = 1.339e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 345 (approx. per word bound = -3.101, relative change = 1.244e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: claim, rebel, group, forc, govern
## Topic 5: ogadeni, freedom, rebel, somali, peopl
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, aggreg, text, issu, prison
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, africa, jun, peopl
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, militari
## Topic 12: rebel, ethiopian, africa, ogaden, troop
## Topic 13: peopl, somali, freedom, ogadeni, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 346 (approx. per word bound = -3.101, relative change = 1.159e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 347 (approx. per word bound = -3.101, relative change = 1.192e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 348 (approx. per word bound = -3.101, relative change = 1.154e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 349 (approx. per word bound = -3.101, relative change = 1.156e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 350 (approx. per word bound = -3.101, relative change = 1.082e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: claim, rebel, group, forc, govern
## Topic 5: ogadeni, freedom, rebel, somali, peopl
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, aggreg, text, asia, issu
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, africa, jun, peopl
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, militari
## Topic 12: rebel, ethiopian, africa, ogaden, troop
## Topic 13: peopl, somali, freedom, ogadeni, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 351 (approx. per word bound = -3.101, relative change = 1.104e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 352 (approx. per word bound = -3.101, relative change = 1.090e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 353 (approx. per word bound = -3.101, relative change = 1.070e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 354 (approx. per word bound = -3.101, relative change = 1.143e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 355 (approx. per word bound = -3.101, relative change = 1.028e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: claim, rebel, group, forc, govern
## Topic 5: ogadeni, freedom, rebel, somali, peopl
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, aggreg, text, asia, issu
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, africa, jun, peopl
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, militari
## Topic 12: rebel, ethiopian, ogaden, africa, troop
## Topic 13: peopl, somali, freedom, ogadeni, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 356 (approx. per word bound = -3.101, relative change = 1.072e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 357 (approx. per word bound = -3.101, relative change = 1.199e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 358 (approx. per word bound = -3.101, relative change = 1.299e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 359 (approx. per word bound = -3.101, relative change = 2.467e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 360 (approx. per word bound = -3.100, relative change = 7.265e-05)
## Topic 1: ethiopia, group, ogaden, rebel, victori
## Topic 2: ogaden, region, ethiopia, crime, somali
## Topic 3: polit, group, africa, soldier, govern
## Topic 4: claim, rebel, group, forc, govern
## Topic 5: ogadeni, freedom, rebel, somali, peopl
## Topic 6: kill, africa, rebel, govern, apr
## Topic 7: africa, aggreg, text, asia, issu
## Topic 8: ogaden, ethiopian, onlin, soldier, opposit
## Topic 9: ogadeni, freedom, africa, jun, peopl
## Topic 10: --, forc, onlf, attack, ethiopia
## Topic 11: ethiopia, claim, rebel, victori, militari
## Topic 12: rebel, ethiopian, ogaden, africa, troop
## Topic 13: peopl, somali, freedom, ogadeni, africa
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 361 (approx. per word bound = -3.100, relative change = 1.271e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 362 (approx. per word bound = -3.100, relative change = 7.276e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ..............
## Recovering initialization...
## ..
## Initialization complete.
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.240)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -3.813, relative change = 1.007e-01)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -3.645, relative change = 4.407e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -3.520, relative change = 3.430e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -3.443, relative change = 2.170e-02)
## Topic 1: onlf, kill, ababa, addi, file
## Topic 2: onlf, success, battlefield, battl, liber
## Topic 3: polit, aggreg, rebel, cite, bulletin
## Topic 4: onlf, africa, captur, --, break
## Topic 5: ethiopia, armi, dozen, recent, aggreg
## Topic 6: opposit, asmara, eritrean, eritrea, ethiopian
## Topic 7: kill, group, rebel, clash, govern
## Topic 8: ogaden, onlin, soldier, africa, communiqu
## Topic 9: --, ogaden, ethiopia, attack, kill
## Topic 10: forc, sep, govern, group, ethiopia
## Topic 11: claim, ethiopia, victori, militari, battl
## Topic 12: rebel, freedom, ethiopian, ogaden, ogadeni
## Topic 13: africa, peopl, somali, ogadeni, freedom
## Topic 14: say, claim, ogaden, fight, kill
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -3.387, relative change = 1.646e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -3.345, relative change = 1.237e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -3.314, relative change = 9.161e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -3.289, relative change = 7.707e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -3.267, relative change = 6.609e-03)
## Topic 1: kill, onlf, soldier, ababa, addi
## Topic 2: ethiopian, success, battlefield, front, liber
## Topic 3: polit, aggreg, cite, bulletin, start
## Topic 4: africa, onlf, captur, --, break
## Topic 5: recent, ethiopia, battl, armi, dozen
## Topic 6: opposit, ethiopian, africa, soldier, asmara
## Topic 7: kill, govern, group, rebel, soldier
## Topic 8: ogaden, onlin, soldier, africa, ethiopian
## Topic 9: --, ogaden, ethiopia, crime, region
## Topic 10: forc, govern, sep, group, victori
## Topic 11: claim, ethiopia, victori, militari, battl
## Topic 12: rebel, ogaden, ethiopian, africa, attack
## Topic 13: peopl, ogadeni, freedom, africa, somali
## Topic 14: say, fight, ogaden, africa, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -3.248, relative change = 5.776e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -3.230, relative change = 5.598e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -3.215, relative change = 4.643e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -3.204, relative change = 3.357e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -3.195, relative change = 2.731e-03)
## Topic 1: onlf, kill, ababa, addi, file
## Topic 2: ethiopian, success, battlefield, front, liber
## Topic 3: polit, africa, aggreg, separ, bulletin
## Topic 4: africa, onlf, two, captur, troop
## Topic 5: recent, battl, ethiopia, armi, dozen
## Topic 6: ethiopian, opposit, asmara, eritrean, eritrea
## Topic 7: kill, soldier, govern, rebel, group
## Topic 8: ogaden, onlin, ethiopian, africa, soldier
## Topic 9: --, ogaden, ethiopia, crime, region
## Topic 10: forc, govern, sep, group, africa
## Topic 11: claim, ethiopia, victori, militari, onlf
## Topic 12: rebel, ogaden, africa, attack, troop
## Topic 13: peopl, ogadeni, freedom, somali, africa
## Topic 14: say, fight, govt, ogaden, rebel
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -3.188, relative change = 2.381e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -3.181, relative change = 2.104e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -3.175, relative change = 2.004e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -3.170, relative change = 1.598e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -3.166, relative change = 1.201e-03)
## Topic 1: onlf, ababa, addi, kill, file
## Topic 2: ethiopian, success, battlefield, front, liber
## Topic 3: polit, africa, aggreg, separ, bulletin
## Topic 4: troop, onlf, africa, clash, two
## Topic 5: recent, battl, ethiopia, armi, claim
## Topic 6: ethiopian, opposit, asmara, eritrean, apr
## Topic 7: kill, soldier, govern, rebel, group
## Topic 8: ogaden, ethiopian, onlin, africa, soldier
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, sep, group, africa
## Topic 11: claim, ethiopia, victori, militari, onlf
## Topic 12: rebel, ogaden, africa, attack, troop
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: say, ethiopia, fight, rebel, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -3.162, relative change = 1.068e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -3.159, relative change = 9.616e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -3.156, relative change = 9.396e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -3.153, relative change = 9.641e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -3.150, relative change = 9.243e-04)
## Topic 1: onlf, ababa, addi, file, hos
## Topic 2: ethiopian, battlefield, success, front, liber
## Topic 3: polit, africa, aggreg, separ, bulletin
## Topic 4: troop, onlf, clash, two, captur
## Topic 5: recent, battl, ethiopia, claim, armi
## Topic 6: ethiopian, opposit, asmara, eritrean, apr
## Topic 7: kill, soldier, govern, rebel, claim
## Topic 8: ogaden, ethiopian, onlin, africa, rebel
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, sep, group, africa
## Topic 11: claim, ethiopia, victori, militari, onlf
## Topic 12: rebel, africa, ogaden, attack, troop
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: say, ethiopia, rebel, fight, kill
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -3.148, relative change = 8.689e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -3.145, relative change = 7.932e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -3.143, relative change = 6.820e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -3.141, relative change = 6.252e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -3.139, relative change = 6.224e-04)
## Topic 1: onlf, ababa, addi, file, hos
## Topic 2: ethiopian, battlefield, success, front, liber
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, clash, dead, leav
## Topic 5: recent, ethiopia, battl, claim, ogaden
## Topic 6: ethiopian, opposit, asmara, eritrean, apr
## Topic 7: kill, soldier, govern, rebel, claim
## Topic 8: ogaden, ethiopian, onlin, africa, rebel
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, sep, group, africa
## Topic 11: claim, ethiopia, victori, militari, onlf
## Topic 12: rebel, africa, ogaden, attack, troop
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, say, rebel, kill, fight
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -3.137, relative change = 5.495e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -3.136, relative change = 4.974e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -3.134, relative change = 4.496e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -3.133, relative change = 4.207e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -3.132, relative change = 4.019e-04)
## Topic 1: onlf, file, hos, lotta, ababa
## Topic 2: ethiopian, battlefield, success, front, liber
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, clash, dead, leav
## Topic 5: recent, ethiopia, claim, battl, ogaden
## Topic 6: ethiopian, opposit, asmara, eritrean, apr
## Topic 7: kill, soldier, govern, rebel, claim
## Topic 8: ogaden, ethiopian, onlin, africa, rebel
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, sep, group, africa
## Topic 11: claim, ethiopia, victori, militari, onlf
## Topic 12: rebel, africa, ogaden, attack, troop
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, say, rebel, kill, fight
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -3.131, relative change = 3.902e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -3.130, relative change = 3.776e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -3.128, relative change = 3.784e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -3.127, relative change = 3.558e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -3.126, relative change = 3.408e-04)
## Topic 1: onlf, file, hos, lotta, ababa
## Topic 2: ethiopian, battlefield, success, front, claim
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, clash, dead, leav
## Topic 5: ethiopia, recent, claim, battl, ogaden
## Topic 6: ethiopian, opposit, asmara, eritrean, apr
## Topic 7: kill, soldier, govern, rebel, claim
## Topic 8: ogaden, ethiopian, onlin, africa, rebel
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, sep, group, africa
## Topic 11: ethiopia, claim, victori, militari, rebel
## Topic 12: rebel, africa, ogaden, attack, troop
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, say, kill, rebel, fight
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -3.125, relative change = 3.431e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -3.124, relative change = 3.632e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -3.123, relative change = 3.934e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -3.121, relative change = 4.043e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.120, relative change = 3.792e-04)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, battlefield, claim, success, front
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, clash, dead, leav
## Topic 5: ethiopia, recent, claim, battl, ogaden
## Topic 6: ethiopian, opposit, asmara, eritrean, apr
## Topic 7: kill, soldier, govern, rebel, claim
## Topic 8: ogaden, ethiopian, onlin, africa, rebel
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, sep, group, africa
## Topic 11: ethiopia, claim, victori, militari, rebel
## Topic 12: rebel, africa, ogaden, attack, troop
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, kill, rebel, fight, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -3.119, relative change = 3.587e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -3.118, relative change = 3.031e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -3.117, relative change = 2.652e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -3.117, relative change = 2.441e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.116, relative change = 2.280e-04)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, claim, battlefield, success, front
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, clash, dead, leav
## Topic 5: ethiopia, recent, claim, battl, ogaden
## Topic 6: ethiopian, opposit, asmara, eritrean, apr
## Topic 7: kill, soldier, govern, rebel, claim
## Topic 8: ogaden, ethiopian, onlin, africa, rebel
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, sep, group, africa
## Topic 11: ethiopia, claim, victori, militari, rebel
## Topic 12: rebel, africa, ogaden, attack, troop
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, kill, rebel, fight, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -3.115, relative change = 2.130e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -3.115, relative change = 2.010e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -3.114, relative change = 1.908e-04)
## ..................................................................................................................
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## Completing Iteration 54 (approx. per word bound = -3.113, relative change = 1.838e-04)
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## Completed E-Step (0 seconds).
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## Completing Iteration 55 (approx. per word bound = -3.113, relative change = 1.784e-04)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, claim, battlefield, success, front
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, clash, dead, leav
## Topic 5: ethiopia, claim, recent, battl, ogaden
## Topic 6: ethiopian, opposit, asmara, eritrean, apr
## Topic 7: kill, soldier, rebel, govern, claim
## Topic 8: ogaden, ethiopian, onlin, africa, rebel
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, sep, group, africa
## Topic 11: ethiopia, claim, victori, rebel, militari
## Topic 12: rebel, africa, ogaden, attack, troop
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, kill, rebel, fight, govt
## ..................................................................................................................
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## Completing Iteration 56 (approx. per word bound = -3.112, relative change = 1.758e-04)
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## Completing Iteration 57 (approx. per word bound = -3.112, relative change = 1.916e-04)
## ..................................................................................................................
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## Completing Iteration 58 (approx. per word bound = -3.111, relative change = 2.330e-04)
## ..................................................................................................................
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## Completing Iteration 59 (approx. per word bound = -3.110, relative change = 3.055e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 60 (approx. per word bound = -3.110, relative change = 1.815e-04)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, claim, battlefield, success, front
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, clash, dead, leav
## Topic 5: ethiopia, claim, recent, battl, ogaden
## Topic 6: ethiopian, opposit, asmara, eritrean, apr
## Topic 7: kill, soldier, rebel, govern, claim
## Topic 8: ogaden, ethiopian, onlin, africa, rebel
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, sep, group, africa
## Topic 11: ethiopia, claim, victori, rebel, militari
## Topic 12: rebel, africa, ogaden, attack, troop
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, kill, rebel, fight, govt
## ..................................................................................................................
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## Completing Iteration 61 (approx. per word bound = -3.109, relative change = 1.915e-04)
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## Completing Iteration 62 (approx. per word bound = -3.108, relative change = 2.116e-04)
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## Completing Iteration 63 (approx. per word bound = -3.108, relative change = 2.346e-04)
## ..................................................................................................................
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## Completing Iteration 64 (approx. per word bound = -3.107, relative change = 2.465e-04)
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## Completing Iteration 65 (approx. per word bound = -3.106, relative change = 2.501e-04)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, claim, battlefield, success, front
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, say, clash, dead
## Topic 5: ethiopia, claim, recent, battl, ogaden
## Topic 6: ethiopian, opposit, asmara, eritrean, apr
## Topic 7: kill, soldier, rebel, govern, claim
## Topic 8: ogaden, ethiopian, onlin, africa, rebel
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, sep, group, africa
## Topic 11: ethiopia, claim, victori, rebel, militari
## Topic 12: rebel, africa, ogaden, attack, troop
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, kill, rebel, fight, govt
## ..................................................................................................................
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## Completing Iteration 66 (approx. per word bound = -3.105, relative change = 2.674e-04)
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## Completing Iteration 67 (approx. per word bound = -3.104, relative change = 2.838e-04)
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## Completing Iteration 68 (approx. per word bound = -3.103, relative change = 2.703e-04)
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## Completing Iteration 69 (approx. per word bound = -3.103, relative change = 2.285e-04)
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## Completing Iteration 70 (approx. per word bound = -3.102, relative change = 1.962e-04)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, claim, battlefield, success, front
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, say, clash, dead
## Topic 5: ethiopia, claim, recent, battl, ogaden
## Topic 6: ethiopian, opposit, asmara, eritrean, apr
## Topic 7: kill, soldier, rebel, govern, claim
## Topic 8: ogaden, ethiopian, onlin, africa, rebel
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, sep, group, africa
## Topic 11: ethiopia, claim, victori, rebel, militari
## Topic 12: rebel, africa, ogaden, attack, troop
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, kill, rebel, fight, govt
## ..................................................................................................................
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## Completing Iteration 71 (approx. per word bound = -3.102, relative change = 1.768e-04)
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## Completing Iteration 72 (approx. per word bound = -3.101, relative change = 1.629e-04)
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## Completing Iteration 73 (approx. per word bound = -3.101, relative change = 1.533e-04)
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## Completing Iteration 74 (approx. per word bound = -3.100, relative change = 1.475e-04)
## ..................................................................................................................
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## Completing Iteration 75 (approx. per word bound = -3.100, relative change = 1.515e-04)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, claim, battlefield, success, front
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, say, clash, dead
## Topic 5: ethiopia, claim, recent, battl, ogaden
## Topic 6: ethiopian, opposit, asmara, eritrean, apr
## Topic 7: kill, soldier, rebel, govern, claim
## Topic 8: ogaden, ethiopian, onlin, africa, rebel
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, sep, group, claim
## Topic 11: ethiopia, claim, victori, rebel, militari
## Topic 12: rebel, africa, ogaden, attack, troop
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, rebel, kill, fight, govt
## ..................................................................................................................
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## Completing Iteration 76 (approx. per word bound = -3.099, relative change = 1.726e-04)
## ..................................................................................................................
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## Completing Iteration 77 (approx. per word bound = -3.099, relative change = 1.903e-04)
## ..................................................................................................................
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## Completing Iteration 78 (approx. per word bound = -3.098, relative change = 1.401e-04)
## ..................................................................................................................
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## Completing Iteration 79 (approx. per word bound = -3.098, relative change = 1.034e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 80 (approx. per word bound = -3.097, relative change = 8.945e-05)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, claim, battlefield, success, front
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, say, clash, dead
## Topic 5: ethiopia, claim, recent, battl, ogaden
## Topic 6: ethiopian, opposit, asmara, eritrean, broad
## Topic 7: kill, soldier, rebel, govern, claim
## Topic 8: ogaden, ethiopian, onlin, africa, rebel
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, sep, group, claim
## Topic 11: ethiopia, claim, victori, rebel, militari
## Topic 12: rebel, africa, ogaden, attack, troop
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, rebel, kill, fight, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 81 (approx. per word bound = -3.097, relative change = 8.345e-05)
## ..................................................................................................................
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## Completing Iteration 82 (approx. per word bound = -3.097, relative change = 7.879e-05)
## ..................................................................................................................
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## Completing Iteration 83 (approx. per word bound = -3.097, relative change = 7.490e-05)
## ..................................................................................................................
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## Completing Iteration 84 (approx. per word bound = -3.097, relative change = 7.198e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 85 (approx. per word bound = -3.096, relative change = 6.906e-05)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, claim, battlefield, success, front
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, say, clash, dead
## Topic 5: ethiopia, claim, recent, battl, ogaden
## Topic 6: ethiopian, opposit, asmara, eritrean, broad
## Topic 7: kill, soldier, rebel, govern, claim
## Topic 8: ogaden, ethiopian, onlin, africa, rebel
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, sep, group, claim
## Topic 11: ethiopia, claim, victori, rebel, militari
## Topic 12: rebel, africa, ogaden, attack, troop
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, rebel, kill, fight, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 86 (approx. per word bound = -3.096, relative change = 6.652e-05)
## ..................................................................................................................
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## Completing Iteration 87 (approx. per word bound = -3.096, relative change = 6.430e-05)
## ..................................................................................................................
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## Completing Iteration 88 (approx. per word bound = -3.096, relative change = 6.428e-05)
## ..................................................................................................................
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## Completing Iteration 89 (approx. per word bound = -3.096, relative change = 6.280e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 90 (approx. per word bound = -3.095, relative change = 6.351e-05)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, claim, battlefield, success, govern
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, say, clash, dead
## Topic 5: ethiopia, claim, recent, ogaden, battl
## Topic 6: ethiopian, opposit, asmara, eritrean, broad
## Topic 7: kill, soldier, rebel, govern, claim
## Topic 8: ogaden, ethiopian, onlin, africa, rebel
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, group, sep, claim
## Topic 11: ethiopia, victori, claim, rebel, militari
## Topic 12: rebel, africa, ogaden, attack, troop
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, rebel, kill, fight, attack
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 91 (approx. per word bound = -3.095, relative change = 6.236e-05)
## ..................................................................................................................
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## Completing Iteration 92 (approx. per word bound = -3.095, relative change = 6.174e-05)
## ..................................................................................................................
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## Completing Iteration 93 (approx. per word bound = -3.095, relative change = 6.316e-05)
## ..................................................................................................................
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## Completing Iteration 94 (approx. per word bound = -3.095, relative change = 7.808e-05)
## ..................................................................................................................
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## Completing Iteration 95 (approx. per word bound = -3.094, relative change = 1.221e-04)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, claim, battlefield, success, govern
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, say, clash, dead
## Topic 5: ethiopia, claim, recent, ogaden, battl
## Topic 6: ethiopian, opposit, asmara, eritrean, broad
## Topic 7: kill, soldier, rebel, govern, claim
## Topic 8: ogaden, ethiopian, onlin, africa, rebel
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, group, sep, claim
## Topic 11: ethiopia, victori, claim, rebel, militari
## Topic 12: rebel, africa, ogaden, troop, attack
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, rebel, kill, attack, fight
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 96 (approx. per word bound = -3.094, relative change = 1.302e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 97 (approx. per word bound = -3.093, relative change = 7.997e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 98 (approx. per word bound = -3.093, relative change = 7.408e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 99 (approx. per word bound = -3.093, relative change = 1.027e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 100 (approx. per word bound = -3.092, relative change = 1.548e-04)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, claim, battlefield, govern, success
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, say, clash, dead
## Topic 5: claim, ethiopia, recent, ogaden, battl
## Topic 6: ethiopian, opposit, asmara, eritrean, broad
## Topic 7: kill, soldier, rebel, govern, claim
## Topic 8: ogaden, ethiopian, onlin, africa, soldier
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, group, sep, claim
## Topic 11: ethiopia, victori, claim, rebel, militari
## Topic 12: rebel, africa, ogaden, troop, attack
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, rebel, kill, attack, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 101 (approx. per word bound = -3.092, relative change = 1.607e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 102 (approx. per word bound = -3.092, relative change = 8.507e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 103 (approx. per word bound = -3.092, relative change = 5.025e-05)
## ..................................................................................................................
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## Completing Iteration 104 (approx. per word bound = -3.091, relative change = 4.456e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 105 (approx. per word bound = -3.091, relative change = 4.291e-05)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, govern, battlefield, claim, success
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, say, clash, dead
## Topic 5: claim, ethiopia, recent, ogaden, battl
## Topic 6: ethiopian, opposit, asmara, eritrean, broad
## Topic 7: kill, soldier, rebel, govern, claim
## Topic 8: ogaden, ethiopian, onlin, africa, kill
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, group, sep, claim
## Topic 11: ethiopia, victori, claim, rebel, militari
## Topic 12: rebel, africa, ogaden, troop, attack
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, rebel, kill, attack, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 106 (approx. per word bound = -3.091, relative change = 4.322e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 107 (approx. per word bound = -3.091, relative change = 4.290e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 108 (approx. per word bound = -3.091, relative change = 4.289e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 109 (approx. per word bound = -3.091, relative change = 4.388e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 110 (approx. per word bound = -3.091, relative change = 4.584e-05)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, govern, battlefield, success, claim
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, say, clash, dead
## Topic 5: claim, ethiopia, recent, ogaden, battl
## Topic 6: ethiopian, opposit, asmara, eritrean, broad
## Topic 7: kill, soldier, rebel, govern, claim
## Topic 8: ogaden, ethiopian, onlin, africa, kill
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, group, sep, claim
## Topic 11: ethiopia, victori, claim, rebel, militari
## Topic 12: rebel, africa, ogaden, troop, attack
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, kill, rebel, attack, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 111 (approx. per word bound = -3.090, relative change = 4.798e-05)
## ..................................................................................................................
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## Completing Iteration 112 (approx. per word bound = -3.090, relative change = 4.954e-05)
## ..................................................................................................................
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## Completing Iteration 113 (approx. per word bound = -3.090, relative change = 5.291e-05)
## ..................................................................................................................
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## Completing Iteration 114 (approx. per word bound = -3.090, relative change = 5.595e-05)
## ..................................................................................................................
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## Completing Iteration 115 (approx. per word bound = -3.090, relative change = 6.024e-05)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, govern, battlefield, success, claim
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, say, clash, dead
## Topic 5: claim, ethiopia, recent, ogaden, battl
## Topic 6: ethiopian, opposit, asmara, eritrean, broad
## Topic 7: kill, soldier, rebel, govern, claim
## Topic 8: ogaden, ethiopian, onlin, africa, kill
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, group, sep, claim
## Topic 11: ethiopia, victori, claim, rebel, militari
## Topic 12: rebel, africa, ogaden, troop, attack
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, kill, rebel, attack, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 116 (approx. per word bound = -3.090, relative change = 6.764e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 117 (approx. per word bound = -3.089, relative change = 7.519e-05)
## ..................................................................................................................
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## Completing Iteration 118 (approx. per word bound = -3.089, relative change = 7.747e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 119 (approx. per word bound = -3.089, relative change = 6.896e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 120 (approx. per word bound = -3.089, relative change = 5.609e-05)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, govern, battlefield, success, front
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, say, clash, dead
## Topic 5: claim, ethiopia, recent, ogaden, battl
## Topic 6: ethiopian, opposit, asmara, eritrean, broad
## Topic 7: kill, soldier, rebel, govern, claim
## Topic 8: ogaden, ethiopian, onlin, africa, kill
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, group, claim, sep
## Topic 11: ethiopia, victori, claim, rebel, militari
## Topic 12: rebel, africa, ogaden, troop, attack
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, kill, rebel, attack, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 121 (approx. per word bound = -3.089, relative change = 4.674e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 122 (approx. per word bound = -3.088, relative change = 4.611e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 123 (approx. per word bound = -3.088, relative change = 6.145e-05)
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## Completed E-Step (0 seconds).
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## Completing Iteration 124 (approx. per word bound = -3.088, relative change = 1.011e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 125 (approx. per word bound = -3.087, relative change = 2.108e-04)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, govern, battlefield, success, ogaden
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, say, clash, dead
## Topic 5: claim, ethiopia, recent, ogaden, battl
## Topic 6: ethiopian, opposit, asmara, eritrean, broad
## Topic 7: kill, soldier, rebel, govern, claim
## Topic 8: ogaden, ethiopian, onlin, africa, kill
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, group, claim, sep
## Topic 11: ethiopia, victori, claim, rebel, militari
## Topic 12: rebel, africa, troop, ogaden, attack
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, kill, rebel, attack, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 126 (approx. per word bound = -3.087, relative change = 2.040e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 127 (approx. per word bound = -3.086, relative change = 1.398e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 128 (approx. per word bound = -3.086, relative change = 1.003e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 129 (approx. per word bound = -3.085, relative change = 1.875e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 130 (approx. per word bound = -3.085, relative change = 1.359e-04)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, govern, battlefield, success, ogaden
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, say, clash, dead
## Topic 5: claim, ethiopia, recent, ogaden, battl
## Topic 6: ethiopian, opposit, asmara, eritrean, broad
## Topic 7: kill, soldier, rebel, govern, claim
## Topic 8: ogaden, ethiopian, onlin, africa, kill
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, group, claim, sep
## Topic 11: ethiopia, victori, claim, rebel, militari
## Topic 12: rebel, africa, troop, ogaden, attack
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, kill, rebel, attack, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -3.085, relative change = 5.685e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 132 (approx. per word bound = -3.085, relative change = 5.161e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 133 (approx. per word bound = -3.084, relative change = 5.429e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 134 (approx. per word bound = -3.084, relative change = 6.238e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 135 (approx. per word bound = -3.084, relative change = 6.587e-05)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, govern, battlefield, success, ogaden
## Topic 3: africa, polit, aggreg, separ, bulletin
## Topic 4: troop, onlf, say, clash, dead
## Topic 5: claim, ethiopia, recent, ogaden, battl
## Topic 6: ethiopian, opposit, asmara, eritrean, broad
## Topic 7: kill, soldier, rebel, govern, claim
## Topic 8: ogaden, ethiopian, onlin, africa, kill
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, group, claim, sep
## Topic 11: ethiopia, victori, claim, rebel, militari
## Topic 12: rebel, africa, troop, ogaden, attack
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, kill, rebel, attack, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 136 (approx. per word bound = -3.084, relative change = 4.575e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 137 (approx. per word bound = -3.084, relative change = 2.831e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 138 (approx. per word bound = -3.084, relative change = 1.995e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 139 (approx. per word bound = -3.084, relative change = 2.049e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 140 (approx. per word bound = -3.084, relative change = 2.263e-05)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, govern, battlefield, success, ogaden
## Topic 3: africa, polit, aggreg, dozen, separ
## Topic 4: troop, onlf, say, clash, dead
## Topic 5: claim, ethiopia, recent, ogaden, battl
## Topic 6: ethiopian, opposit, asmara, eritrean, broad
## Topic 7: kill, soldier, rebel, govern, ogaden
## Topic 8: ogaden, ethiopian, onlin, africa, kill
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, group, claim, sep
## Topic 11: ethiopia, victori, claim, militari, rebel
## Topic 12: rebel, africa, troop, ogaden, attack
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, kill, rebel, attack, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 141 (approx. per word bound = -3.084, relative change = 2.325e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 142 (approx. per word bound = -3.083, relative change = 2.434e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 143 (approx. per word bound = -3.083, relative change = 2.562e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 144 (approx. per word bound = -3.083, relative change = 2.711e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 145 (approx. per word bound = -3.083, relative change = 2.949e-05)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, govern, battlefield, success, ogaden
## Topic 3: africa, polit, aggreg, dozen, separ
## Topic 4: troop, onlf, say, clash, dead
## Topic 5: claim, ethiopia, recent, ogaden, battl
## Topic 6: ethiopian, opposit, asmara, eritrean, apr
## Topic 7: kill, soldier, rebel, govern, ogaden
## Topic 8: ogaden, ethiopian, onlin, africa, kill
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, claim, group, sep
## Topic 11: ethiopia, victori, claim, militari, rebel
## Topic 12: rebel, africa, troop, ogaden, attack
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, kill, rebel, attack, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 146 (approx. per word bound = -3.083, relative change = 3.250e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 147 (approx. per word bound = -3.083, relative change = 4.138e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 148 (approx. per word bound = -3.083, relative change = 5.497e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 149 (approx. per word bound = -3.083, relative change = 8.324e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 150 (approx. per word bound = -3.082, relative change = 8.872e-05)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, govern, battlefield, success, ogaden
## Topic 3: africa, polit, aggreg, dozen, separ
## Topic 4: onlf, troop, say, clash, dead
## Topic 5: claim, ethiopia, recent, ogaden, battl
## Topic 6: ethiopian, opposit, asmara, eritrean, apr
## Topic 7: kill, soldier, rebel, govern, ogaden
## Topic 8: ogaden, ethiopian, onlin, africa, kill
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, claim, group, sep
## Topic 11: ethiopia, victori, claim, militari, rebel
## Topic 12: rebel, africa, troop, attack, ogaden
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, kill, rebel, attack, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 151 (approx. per word bound = -3.082, relative change = 7.345e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 152 (approx. per word bound = -3.082, relative change = 6.553e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 153 (approx. per word bound = -3.082, relative change = 5.783e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 154 (approx. per word bound = -3.081, relative change = 4.915e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 155 (approx. per word bound = -3.081, relative change = 4.539e-05)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, govern, battlefield, ogaden, success
## Topic 3: africa, polit, aggreg, dozen, separ
## Topic 4: onlf, troop, say, clash, dead
## Topic 5: claim, ethiopia, recent, ogaden, battl
## Topic 6: ethiopian, opposit, asmara, eritrean, apr
## Topic 7: kill, soldier, rebel, govern, ogaden
## Topic 8: ogaden, ethiopian, onlin, kill, africa
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, claim, group, rebel
## Topic 11: ethiopia, victori, claim, militari, rebel
## Topic 12: rebel, africa, troop, attack, ogaden
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, kill, rebel, attack, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 156 (approx. per word bound = -3.081, relative change = 4.517e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 157 (approx. per word bound = -3.081, relative change = 5.130e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 158 (approx. per word bound = -3.081, relative change = 6.809e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 159 (approx. per word bound = -3.081, relative change = 9.278e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 160 (approx. per word bound = -3.080, relative change = 7.592e-05)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, govern, ogaden, battlefield, success
## Topic 3: africa, polit, aggreg, dozen, separ
## Topic 4: onlf, troop, say, clash, dead
## Topic 5: claim, ethiopia, recent, ogaden, battl
## Topic 6: ethiopian, opposit, asmara, eritrean, apr
## Topic 7: kill, soldier, rebel, govern, ogaden
## Topic 8: ogaden, ethiopian, onlin, kill, soldier
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, claim, group, rebel
## Topic 11: ethiopia, victori, claim, militari, rebel
## Topic 12: rebel, africa, troop, attack, ogaden
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, kill, rebel, attack, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 161 (approx. per word bound = -3.080, relative change = 4.181e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 162 (approx. per word bound = -3.080, relative change = 3.160e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 163 (approx. per word bound = -3.080, relative change = 2.876e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 164 (approx. per word bound = -3.080, relative change = 2.630e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 165 (approx. per word bound = -3.080, relative change = 2.458e-05)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, ogaden, govern, battlefield, success
## Topic 3: africa, polit, aggreg, dozen, separ
## Topic 4: onlf, troop, say, clash, dead
## Topic 5: claim, ethiopia, ogaden, recent, battl
## Topic 6: ethiopian, opposit, asmara, eritrean, apr
## Topic 7: kill, soldier, rebel, govern, ogaden
## Topic 8: ogaden, ethiopian, onlin, kill, soldier
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, claim, group, rebel
## Topic 11: ethiopia, victori, claim, militari, rebel
## Topic 12: rebel, africa, troop, attack, ogaden
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, kill, rebel, attack, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 166 (approx. per word bound = -3.080, relative change = 2.270e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 167 (approx. per word bound = -3.080, relative change = 2.155e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 168 (approx. per word bound = -3.080, relative change = 1.934e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 169 (approx. per word bound = -3.080, relative change = 1.859e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 170 (approx. per word bound = -3.080, relative change = 1.813e-05)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, ogaden, govern, battlefield, success
## Topic 3: africa, polit, aggreg, dozen, separ
## Topic 4: onlf, troop, say, clash, dead
## Topic 5: claim, ethiopia, ogaden, recent, battl
## Topic 6: ethiopian, opposit, asmara, eritrean, apr
## Topic 7: kill, soldier, rebel, govern, ogaden
## Topic 8: ogaden, ethiopian, onlin, kill, soldier
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, claim, group, rebel
## Topic 11: ethiopia, victori, claim, militari, rebel
## Topic 12: rebel, africa, troop, attack, ogaden
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, kill, rebel, attack, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 171 (approx. per word bound = -3.079, relative change = 1.589e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 172 (approx. per word bound = -3.079, relative change = 1.507e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 173 (approx. per word bound = -3.079, relative change = 1.360e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 174 (approx. per word bound = -3.079, relative change = 1.303e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 175 (approx. per word bound = -3.079, relative change = 1.079e-05)
## Topic 1: onlf, file, hos, lotta, menkhaus
## Topic 2: ethiopian, ogaden, govern, battlefield, success
## Topic 3: africa, polit, aggreg, dozen, separ
## Topic 4: onlf, troop, say, clash, dead
## Topic 5: claim, ethiopia, ogaden, recent, battl
## Topic 6: ethiopian, opposit, asmara, eritrean, apr
## Topic 7: kill, soldier, rebel, govern, ogaden
## Topic 8: ogaden, ethiopian, onlin, kill, soldier
## Topic 9: --, ogaden, ethiopia, crime, onlf
## Topic 10: forc, govern, claim, group, rebel
## Topic 11: ethiopia, victori, claim, militari, rebel
## Topic 12: rebel, africa, troop, attack, ogaden
## Topic 13: freedom, ogadeni, peopl, somali, africa
## Topic 14: ethiopia, kill, rebel, attack, govt
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 176 (approx. per word bound = -3.079, relative change = 1.174e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 177 (approx. per word bound = -3.079, relative change = 1.008e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ...............
## Recovering initialization...
## ..
## Initialization complete.
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.248)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -3.853, relative change = 9.283e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -3.677, relative change = 4.581e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -3.526, relative change = 4.102e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ................
## Recovering initialization...
## ..
## Initialization complete.
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.026)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -3.709, relative change = 7.889e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## .................
## Recovering initialization...
## ..
## Initialization complete.
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.175)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -3.792, relative change = 9.181e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -3.616, relative change = 4.646e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -3.482, relative change = 3.700e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -3.421, relative change = 1.765e-02)
## Topic 1: rebel, ethiopian, --, claim, ogaden
## Topic 2: govern, claim, africa, start, ethiomedia
## Topic 3: soldier, polit, onlin, apr, somali
## Topic 4: crime, ogaden, region, state, ethiopia
## Topic 5: kill, rebel, ogaden, claim, ethiopian
## Topic 6: aggreg, militarycommuniqu, rebel, claim, ogaden
## Topic 7: africa, jun, asia, claim, ogaden
## Topic 8: ethiopia, victori, rebel, communiqu, group
## Topic 9: africa, claim, dozen, troop, ogaden
## Topic 10: onlf, claim, troop, clash, --
## Topic 11: militari, rebel, claim, ethiopia, loyalist
## Topic 12: sep, ethiopian, rebel, front, group
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, say, group, ogaden, fight
## Topic 15: forc, attack, ethiopia, recent, claim
## Topic 16: ogaden, battl, rebel, armi, casualti
## Topic 17: rebel, ethiopian, loss, forc, across
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -3.370, relative change = 1.479e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -3.331, relative change = 1.171e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -3.298, relative change = 9.748e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -3.272, relative change = 7.753e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -3.253, relative change = 5.908e-03)
## Topic 1: --, ethiopian, rebel, ogaden, forc
## Topic 2: govern, claim, africa, start, ethiomedia
## Topic 3: polit, apr, soldier, eritrean, asmara
## Topic 4: ogaden, crime, region, state, ethiopia
## Topic 5: kill, rebel, soldier, ogaden, claim
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, svd
## Topic 7: africa, jun, kismaayo, rebel, opposit
## Topic 8: ethiopia, victori, rebel, claim, communiqu
## Topic 9: troop, claim, africa, dozen, win
## Topic 10: onlf, clash, --, menkhaus, battl
## Topic 11: militari, onlf, claim, loyalist, rebel
## Topic 12: sep, front, ethiopian, group, rebel
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, say, fight, opposit, group
## Topic 15: attack, ethiopia, recent, rebel, forc
## Topic 16: ogaden, onlin, battl, armi, rebel
## Topic 17: ethiopian, rebel, forc, loss, across
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -3.236, relative change = 5.411e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -3.221, relative change = 4.632e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -3.209, relative change = 3.734e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 14 (approx. per word bound = -3.198, relative change = 3.384e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -3.189, relative change = 2.592e-03)
## Topic 1: --, ethiopian, rebel, ogaden, success
## Topic 2: govern, africa, claim, start, group
## Topic 3: polit, apr, soldier, eritrean, asmara
## Topic 4: crime, ogaden, region, state, somali
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, svd
## Topic 7: africa, jun, kismaayo, somali, text
## Topic 8: ethiopia, rebel, victori, claim, forc
## Topic 9: claim, troop, battl, rebel, africa
## Topic 10: onlf, clash, battl, --, troop
## Topic 11: militari, onlf, loyalist, file, hos
## Topic 12: sep, group, front, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, opposit, say, ethiopian, fight
## Topic 15: attack, ethiopia, recent, ogaden, rebel
## Topic 16: ogaden, onlin, armi, battl, ethiopian
## Topic 17: ethiopian, forc, rebel, loss, across
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -3.182, relative change = 2.164e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -3.177, relative change = 1.853e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 18 (approx. per word bound = -3.171, relative change = 1.857e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 19 (approx. per word bound = -3.165, relative change = 1.744e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -3.159, relative change = 1.922e-03)
## Topic 1: --, ethiopian, rebel, ogaden, success
## Topic 2: govern, africa, claim, start, group
## Topic 3: polit, apr, eritrean, asmara, soldier
## Topic 4: crime, ogaden, region, state, somali
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, svd
## Topic 7: africa, kismaayo, jun, somali, text
## Topic 8: ethiopia, rebel, victori, claim, forc
## Topic 9: claim, battl, troop, ogaden, rebel
## Topic 10: onlf, clash, battl, --, recent
## Topic 11: militari, onlf, loyalist, communiqu, file
## Topic 12: sep, group, front, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, opposit, say, ethiopian, fight
## Topic 15: attack, ethiopia, ogaden, recent, rebel
## Topic 16: ogaden, onlin, armi, ethiopian, rebel
## Topic 17: ethiopian, forc, rebel, loss, across
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -3.154, relative change = 1.457e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 22 (approx. per word bound = -3.151, relative change = 1.218e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 23 (approx. per word bound = -3.147, relative change = 1.049e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -3.144, relative change = 9.080e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -3.142, relative change = 7.963e-04)
## Topic 1: --, ethiopian, rebel, ogaden, success
## Topic 2: govern, africa, claim, start, group
## Topic 3: polit, apr, eritrean, asmara, separ
## Topic 4: crime, ogaden, region, state, ethiopia
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, svd
## Topic 7: africa, kismaayo, jun, text, somali
## Topic 8: ethiopia, rebel, claim, victori, forc
## Topic 9: claim, battl, troop, ogaden, rebel
## Topic 10: onlf, clash, battl, --, troop
## Topic 11: militari, onlf, communiqu, loyalist, file
## Topic 12: sep, group, front, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, opposit, say, ethiopian, fight
## Topic 15: attack, ethiopia, ogaden, recent, rebel
## Topic 16: ogaden, onlin, armi, ethiopian, rebel
## Topic 17: ethiopian, forc, loss, across, fierc
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 26 (approx. per word bound = -3.139, relative change = 7.921e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 27 (approx. per word bound = -3.137, relative change = 7.930e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 28 (approx. per word bound = -3.135, relative change = 6.658e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 29 (approx. per word bound = -3.133, relative change = 6.090e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -3.131, relative change = 5.821e-04)
## Topic 1: --, ethiopian, rebel, ogaden, success
## Topic 2: govern, africa, claim, start, group
## Topic 3: polit, apr, eritrean, asmara, separ
## Topic 4: crime, ogaden, region, state, ethiopia
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, svd
## Topic 7: africa, kismaayo, jun, text, somali
## Topic 8: ethiopia, rebel, claim, victori, forc
## Topic 9: battl, claim, troop, ogaden, rebel
## Topic 10: onlf, clash, battl, --, troop
## Topic 11: militari, onlf, communiqu, loyalist, file
## Topic 12: sep, group, forc, front, liber
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, opposit, ethiopian, say, fight
## Topic 15: attack, ethiopia, ogaden, recent, rebel
## Topic 16: ogaden, onlin, armi, ethiopian, rebel
## Topic 17: ethiopian, forc, loss, across, fierc
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -3.129, relative change = 5.651e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 32 (approx. per word bound = -3.128, relative change = 5.662e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -3.125, relative change = 6.855e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -3.123, relative change = 8.978e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -3.120, relative change = 8.178e-04)
## Topic 1: --, ethiopian, rebel, ogaden, africa
## Topic 2: govern, africa, claim, start, forc
## Topic 3: polit, apr, eritrean, asmara, separ
## Topic 4: crime, ogaden, region, state, ethiopia
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, svd
## Topic 7: africa, kismaayo, jun, text, somali
## Topic 8: rebel, ethiopia, claim, victori, forc
## Topic 9: ogaden, battl, troop, claim, rebel
## Topic 10: onlf, clash, battl, troop, --
## Topic 11: militari, onlf, communiqu, loyalist, file
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, ethiopian, opposit, say, fight
## Topic 15: attack, ethiopia, ogaden, recent, rebel
## Topic 16: ogaden, onlin, ethiopian, inflict, rebel
## Topic 17: ethiopian, forc, loss, soldier, across
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -3.118, relative change = 5.645e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -3.117, relative change = 4.880e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -3.115, relative change = 5.195e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -3.113, relative change = 5.885e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -3.112, relative change = 4.897e-04)
## Topic 1: --, ethiopian, rebel, africa, ogaden
## Topic 2: govern, africa, claim, start, forc
## Topic 3: polit, apr, eritrean, asmara, separ
## Topic 4: crime, ogaden, region, state, ethiopia
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, svd
## Topic 7: africa, kismaayo, jun, text, somali
## Topic 8: rebel, ethiopia, claim, victori, forc
## Topic 9: ogaden, battl, troop, claim, rebel
## Topic 10: onlf, clash, battl, troop, --
## Topic 11: militari, onlf, communiqu, loyalist, file
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, ethiopian, opposit, say, fight
## Topic 15: attack, ethiopia, ogaden, recent, rebel
## Topic 16: ogaden, onlin, ethiopian, inflict, rebel
## Topic 17: ethiopian, soldier, loss, forc, onla
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -3.111, relative change = 4.066e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -3.109, relative change = 4.033e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -3.108, relative change = 3.946e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -3.107, relative change = 3.705e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.106, relative change = 3.340e-04)
## Topic 1: --, ethiopian, rebel, africa, ogaden
## Topic 2: govern, africa, start, claim, forc
## Topic 3: polit, apr, eritrean, asmara, separ
## Topic 4: crime, ogaden, state, region, ethiopia
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, svd
## Topic 7: africa, kismaayo, jun, text, somali
## Topic 8: rebel, ethiopia, claim, victori, catalogu
## Topic 9: ogaden, battl, troop, claim, rebel
## Topic 10: onlf, clash, battl, troop, --
## Topic 11: militari, onlf, communiqu, loyalist, file
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, ethiopian, opposit, say, fight
## Topic 15: attack, ethiopia, ogaden, rebel, recent
## Topic 16: ogaden, onlin, ethiopian, inflict, rebel
## Topic 17: ethiopian, soldier, loss, forc, onla
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -3.105, relative change = 2.972e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -3.104, relative change = 2.701e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -3.103, relative change = 2.534e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -3.103, relative change = 2.239e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.102, relative change = 2.244e-04)
## Topic 1: --, ethiopian, rebel, africa, success
## Topic 2: govern, africa, start, claim, forc
## Topic 3: polit, apr, eritrean, asmara, separ
## Topic 4: crime, ogaden, state, region, ethiopia
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, svd
## Topic 7: africa, kismaayo, jun, text, somali
## Topic 8: rebel, ethiopia, claim, victori, catalogu
## Topic 9: ogaden, battl, troop, claim, rebel
## Topic 10: onlf, clash, battl, troop, --
## Topic 11: militari, onlf, communiqu, loyalist, file
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, say, opposit, ethiopian, fight
## Topic 15: attack, ethiopia, ogaden, rebel, recent
## Topic 16: ogaden, onlin, ethiopian, africa, rebel
## Topic 17: ethiopian, forc, loss, soldier, onla
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -3.101, relative change = 2.863e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -3.100, relative change = 3.609e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -3.099, relative change = 3.225e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -3.098, relative change = 2.437e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -3.098, relative change = 2.075e-04)
## Topic 1: --, ethiopian, rebel, africa, success
## Topic 2: govern, africa, start, claim, forc
## Topic 3: polit, apr, eritrean, asmara, separ
## Topic 4: crime, ogaden, state, region, ethiopia
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, kismaayo, jun, text, apr
## Topic 8: rebel, ethiopia, claim, victori, catalogu
## Topic 9: ogaden, battl, troop, claim, rebel
## Topic 10: onlf, clash, battl, troop, --
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, say, opposit, ethiopian, fight
## Topic 15: attack, ethiopia, ogaden, rebel, recent
## Topic 16: ogaden, onlin, ethiopian, africa, rebel
## Topic 17: ethiopian, forc, loss, onla, barrack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -3.097, relative change = 1.592e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -3.097, relative change = 1.516e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -3.096, relative change = 1.477e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -3.096, relative change = 1.674e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -3.095, relative change = 2.577e-04)
## Topic 1: --, ethiopian, rebel, africa, success
## Topic 2: govern, africa, start, claim, forc
## Topic 3: polit, apr, eritrean, asmara, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, kismaayo, jun, text, apr
## Topic 8: rebel, ethiopia, claim, victori, catalogu
## Topic 9: ogaden, battl, claim, troop, rebel
## Topic 10: onlf, clash, battl, troop, ogaden
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, say, opposit, ethiopian, fight
## Topic 15: attack, ethiopia, ogaden, rebel, recent
## Topic 16: ogaden, onlin, ethiopian, africa, soldier
## Topic 17: ethiopian, forc, loss, onla, barrack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -3.094, relative change = 2.782e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -3.094, relative change = 1.085e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -3.093, relative change = 9.493e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -3.093, relative change = 9.011e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -3.093, relative change = 9.052e-05)
## Topic 1: --, ethiopian, rebel, africa, success
## Topic 2: govern, africa, start, claim, forc
## Topic 3: polit, apr, eritrean, separ, asmara
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, kismaayo, jun, text, apr
## Topic 8: rebel, ethiopia, claim, victori, catalogu
## Topic 9: ogaden, battl, claim, troop, rebel
## Topic 10: onlf, clash, battl, ogaden, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, say, opposit, ethiopian, fight
## Topic 15: attack, ethiopia, ogaden, rebel, recent
## Topic 16: ogaden, onlin, ethiopian, africa, soldier
## Topic 17: ethiopian, forc, loss, onla, barrack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -3.092, relative change = 9.806e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -3.092, relative change = 1.131e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -3.092, relative change = 1.526e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -3.091, relative change = 1.723e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.091, relative change = 1.871e-04)
## Topic 1: --, ethiopian, rebel, africa, success
## Topic 2: govern, africa, start, claim, forc
## Topic 3: polit, apr, eritrean, separ, asmara
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, kismaayo, jun, text, apr
## Topic 8: rebel, ethiopia, claim, victori, catalogu
## Topic 9: ogaden, battl, claim, troop, rebel
## Topic 10: onlf, clash, battl, ogaden, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, say, opposit, ethiopian, fight
## Topic 15: attack, ethiopia, ogaden, rebel, recent
## Topic 16: ogaden, onlin, ethiopian, africa, soldier
## Topic 17: ethiopian, forc, loss, onla, barrack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -3.090, relative change = 1.578e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -3.090, relative change = 1.299e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -3.089, relative change = 1.151e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -3.089, relative change = 1.230e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -3.089, relative change = 1.377e-04)
## Topic 1: --, ethiopian, rebel, africa, success
## Topic 2: govern, africa, start, claim, forc
## Topic 3: polit, apr, eritrean, separ, dozen
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, kismaayo, jun, text, apr
## Topic 8: rebel, ethiopia, claim, victori, catalogu
## Topic 9: ogaden, battl, claim, troop, rebel
## Topic 10: onlf, clash, battl, ogaden, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, say, opposit, ethiopian, fight
## Topic 15: attack, ethiopia, ogaden, rebel, recent
## Topic 16: ogaden, onlin, africa, ethiopian, rebel
## Topic 17: ethiopian, forc, onla, barrack, overrun
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -3.088, relative change = 1.158e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -3.088, relative change = 5.891e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -3.088, relative change = 4.263e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -3.088, relative change = 4.049e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -3.088, relative change = 3.508e-05)
## Topic 1: --, ethiopian, rebel, africa, success
## Topic 2: govern, africa, start, claim, forc
## Topic 3: polit, apr, eritrean, dozen, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, kismaayo, jun, text, apr
## Topic 8: rebel, ethiopia, claim, victori, catalogu
## Topic 9: ogaden, battl, claim, troop, rebel
## Topic 10: onlf, clash, battl, ogaden, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, say, opposit, ethiopian, africa
## Topic 15: attack, ethiopia, ogaden, recent, rebel
## Topic 16: ogaden, onlin, ethiopian, africa, rebel
## Topic 17: ethiopian, forc, onla, barrack, overrun
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -3.087, relative change = 3.304e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 82 (approx. per word bound = -3.087, relative change = 3.043e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 83 (approx. per word bound = -3.087, relative change = 3.076e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 84 (approx. per word bound = -3.087, relative change = 2.951e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -3.087, relative change = 2.996e-05)
## Topic 1: --, rebel, ethiopian, africa, success
## Topic 2: govern, africa, start, claim, forc
## Topic 3: polit, apr, eritrean, dozen, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, kismaayo, jun, text, apr
## Topic 8: rebel, ethiopia, claim, victori, catalogu
## Topic 9: ogaden, battl, claim, troop, rebel
## Topic 10: onlf, clash, battl, ogaden, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, opposit, say, ethiopian, africa
## Topic 15: attack, ethiopia, ogaden, recent, rebel
## Topic 16: ogaden, onlin, ethiopian, africa, rebel
## Topic 17: ethiopian, onla, barrack, overrun, forc
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 86 (approx. per word bound = -3.087, relative change = 3.024e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 87 (approx. per word bound = -3.087, relative change = 3.252e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 88 (approx. per word bound = -3.087, relative change = 3.367e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 89 (approx. per word bound = -3.087, relative change = 3.631e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 90 (approx. per word bound = -3.087, relative change = 3.715e-05)
## Topic 1: --, rebel, ethiopian, africa, success
## Topic 2: govern, africa, start, claim, forc
## Topic 3: polit, apr, eritrean, dozen, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, kismaayo, jun, text, apr
## Topic 8: rebel, ethiopia, claim, victori, catalogu
## Topic 9: ogaden, battl, claim, troop, rebel
## Topic 10: onlf, clash, battl, ogaden, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, opposit, say, ethiopian, africa
## Topic 15: attack, ethiopia, ogaden, recent, rebel
## Topic 16: ogaden, onlin, ethiopian, africa, soldier
## Topic 17: ethiopian, onla, barrack, overrun, aar
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 91 (approx. per word bound = -3.086, relative change = 3.766e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 92 (approx. per word bound = -3.086, relative change = 3.411e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 93 (approx. per word bound = -3.086, relative change = 3.130e-05)
## ..................................................................................................................
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## Completing Iteration 94 (approx. per word bound = -3.086, relative change = 2.874e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 95 (approx. per word bound = -3.086, relative change = 2.552e-05)
## Topic 1: --, rebel, ethiopian, africa, success
## Topic 2: govern, africa, start, claim, forc
## Topic 3: polit, apr, dozen, separ, eritrean
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, kismaayo, jun, text, apr
## Topic 8: rebel, ethiopia, claim, victori, catalogu
## Topic 9: ogaden, battl, claim, troop, rebel
## Topic 10: onlf, clash, battl, ogaden, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, opposit, say, ethiopian, africa
## Topic 15: attack, ethiopia, ogaden, recent, rebel
## Topic 16: ogaden, onlin, ethiopian, africa, soldier
## Topic 17: ethiopian, onla, barrack, overrun, ogaden
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 96 (approx. per word bound = -3.086, relative change = 2.399e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 97 (approx. per word bound = -3.086, relative change = 2.228e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 98 (approx. per word bound = -3.086, relative change = 2.361e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 99 (approx. per word bound = -3.086, relative change = 2.579e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 100 (approx. per word bound = -3.086, relative change = 2.859e-05)
## Topic 1: --, rebel, ethiopian, africa, success
## Topic 2: govern, africa, start, claim, forc
## Topic 3: polit, apr, dozen, separ, eritrean
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, kismaayo, jun, text, apr
## Topic 8: rebel, ethiopia, claim, victori, catalogu
## Topic 9: ogaden, battl, claim, troop, rebel
## Topic 10: onlf, clash, battl, ogaden, --
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, opposit, say, ethiopian, africa
## Topic 15: attack, ethiopia, ogaden, recent, rebel
## Topic 16: ogaden, onlin, ethiopian, africa, rebel
## Topic 17: ethiopian, onla, barrack, overrun, ogaden
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 101 (approx. per word bound = -3.086, relative change = 3.469e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 102 (approx. per word bound = -3.085, relative change = 4.160e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 103 (approx. per word bound = -3.085, relative change = 5.223e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 104 (approx. per word bound = -3.085, relative change = 6.807e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 105 (approx. per word bound = -3.085, relative change = 8.541e-05)
## Topic 1: --, rebel, ethiopian, africa, success
## Topic 2: govern, africa, start, claim, forc
## Topic 3: polit, apr, dozen, separ, shaebia
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, rebel, soldier, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, kismaayo, jun, text, apr
## Topic 8: rebel, ethiopia, claim, victori, catalogu
## Topic 9: ogaden, claim, battl, troop, rebel
## Topic 10: onlf, clash, battl, ogaden, --
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, opposit, say, ethiopian, africa
## Topic 15: attack, ethiopia, ogaden, recent, rebel
## Topic 16: ogaden, onlin, ethiopian, africa, rebel
## Topic 17: ethiopian, onla, barrack, overrun, ogaden
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 106 (approx. per word bound = -3.085, relative change = 1.042e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 107 (approx. per word bound = -3.084, relative change = 1.204e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 108 (approx. per word bound = -3.084, relative change = 1.397e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 109 (approx. per word bound = -3.083, relative change = 1.639e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 110 (approx. per word bound = -3.083, relative change = 1.773e-04)
## Topic 1: --, rebel, ethiopian, africa, ogaden
## Topic 2: govern, africa, start, claim, forc
## Topic 3: polit, apr, dozen, separ, shaebia
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, rebel, soldier, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, kismaayo, text, jun, apr
## Topic 8: rebel, ethiopia, claim, victori, catalogu
## Topic 9: ogaden, claim, battl, troop, rebel
## Topic 10: onlf, clash, battl, ogaden, --
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, opposit, say, ethiopian, africa
## Topic 15: attack, ethiopia, ogaden, recent, rebel
## Topic 16: ogaden, onlin, ethiopian, africa, rebel
## Topic 17: ethiopian, onla, ogaden, barrack, overrun
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 111 (approx. per word bound = -3.082, relative change = 1.616e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 112 (approx. per word bound = -3.082, relative change = 1.206e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 113 (approx. per word bound = -3.082, relative change = 7.870e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 114 (approx. per word bound = -3.081, relative change = 5.238e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 115 (approx. per word bound = -3.081, relative change = 3.590e-05)
## Topic 1: --, rebel, ethiopian, africa, ogaden
## Topic 2: govern, africa, start, claim, forc
## Topic 3: polit, apr, dozen, separ, shaebia
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, rebel, soldier, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, kismaayo, text, jun, apr
## Topic 8: rebel, ethiopia, claim, victori, catalogu
## Topic 9: ogaden, claim, battl, rebel, troop
## Topic 10: onlf, clash, battl, ogaden, --
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, opposit, say, ethiopian, africa
## Topic 15: attack, ethiopia, ogaden, recent, rebel
## Topic 16: ogaden, onlin, ethiopian, africa, rebel
## Topic 17: ethiopian, onla, ogaden, barrack, overrun
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 116 (approx. per word bound = -3.081, relative change = 2.708e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 117 (approx. per word bound = -3.081, relative change = 1.925e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 118 (approx. per word bound = -3.081, relative change = 1.636e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 119 (approx. per word bound = -3.081, relative change = 1.158e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 120 (approx. per word bound = -3.081, relative change = 1.183e-05)
## Topic 1: --, rebel, ethiopian, africa, ogaden
## Topic 2: govern, africa, start, claim, forc
## Topic 3: polit, apr, dozen, separ, shaebia
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, rebel, soldier, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, kismaayo, text, apr, jun
## Topic 8: rebel, ethiopia, claim, victori, catalogu
## Topic 9: ogaden, claim, battl, rebel, ethiopia
## Topic 10: onlf, clash, battl, ogaden, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: forc, sep, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, opposit, say, ethiopian, africa
## Topic 15: attack, ethiopia, ogaden, recent, rebel
## Topic 16: ogaden, onlin, ethiopian, africa, rebel
## Topic 17: ethiopian, ogaden, onla, barrack, overrun
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 121 (approx. per word bound = -3.081, relative change = 1.019e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 122 (approx. per word bound = -3.081, relative change = 1.207e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 123 (approx. per word bound = -3.081, relative change = 1.890e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 124 (approx. per word bound = -3.081, relative change = 2.706e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 125 (approx. per word bound = -3.081, relative change = 4.034e-05)
## Topic 1: --, rebel, ethiopian, africa, ogaden
## Topic 2: govern, africa, start, claim, forc
## Topic 3: polit, apr, dozen, separ, shaebia
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, rebel, soldier, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, text, kismaayo, apr, jun
## Topic 8: rebel, ethiopia, claim, victori, catalogu
## Topic 9: ogaden, claim, battl, rebel, ethiopia
## Topic 10: onlf, clash, ogaden, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: forc, sep, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, opposit, say, ethiopian, africa
## Topic 15: attack, ethiopia, ogaden, recent, rebel
## Topic 16: ogaden, onlin, ethiopian, africa, soldier
## Topic 17: ethiopian, ogaden, onla, barrack, overrun
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 126 (approx. per word bound = -3.081, relative change = 5.572e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 127 (approx. per word bound = -3.080, relative change = 7.195e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 128 (approx. per word bound = -3.080, relative change = 7.174e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 129 (approx. per word bound = -3.080, relative change = 5.310e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 130 (approx. per word bound = -3.080, relative change = 4.307e-05)
## Topic 1: --, rebel, ethiopian, africa, ogaden
## Topic 2: govern, africa, start, claim, rebel
## Topic 3: polit, apr, dozen, separ, africa
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, rebel, soldier, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, text, kismaayo, apr, jun
## Topic 8: rebel, ethiopia, claim, victori, catalogu
## Topic 9: ogaden, claim, battl, rebel, ethiopia
## Topic 10: onlf, clash, ogaden, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: forc, sep, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, opposit, say, ethiopian, africa
## Topic 15: attack, ethiopia, ogaden, recent, rebel
## Topic 16: ogaden, onlin, ethiopian, africa, soldier
## Topic 17: ethiopian, ogaden, onla, continu, barrack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -3.080, relative change = 5.702e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 132 (approx. per word bound = -3.079, relative change = 1.207e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 133 (approx. per word bound = -3.079, relative change = 2.086e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 134 (approx. per word bound = -3.078, relative change = 1.986e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 135 (approx. per word bound = -3.078, relative change = 8.935e-05)
## Topic 1: --, rebel, ethiopian, africa, ogaden
## Topic 2: govern, africa, start, claim, rebel
## Topic 3: polit, apr, dozen, separ, africa
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, rebel, soldier, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, text, apr, kismaayo, jun
## Topic 8: rebel, ethiopia, claim, victori, attack
## Topic 9: ogaden, claim, rebel, battl, ethiopia
## Topic 10: onlf, clash, ogaden, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: forc, sep, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, opposit, say, ethiopian, africa
## Topic 15: attack, ethiopia, ogaden, recent, rebel
## Topic 16: ogaden, onlin, ethiopian, africa, soldier
## Topic 17: ethiopian, ogaden, onla, continu, barrack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 136 (approx. per word bound = -3.078, relative change = 6.214e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 137 (approx. per word bound = -3.077, relative change = 6.190e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 138 (approx. per word bound = -3.077, relative change = 6.408e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 139 (approx. per word bound = -3.077, relative change = 6.136e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 140 (approx. per word bound = -3.077, relative change = 6.511e-05)
## Topic 1: --, rebel, ethiopian, africa, ogaden
## Topic 2: govern, africa, start, claim, rebel
## Topic 3: polit, apr, africa, dozen, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, rebel, soldier, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, text, apr, kismaayo, jun
## Topic 8: rebel, ethiopia, claim, victori, attack
## Topic 9: ogaden, claim, rebel, battl, ethiopia
## Topic 10: onlf, ogaden, clash, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: forc, sep, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, opposit, say, ethiopian, group
## Topic 15: attack, ethiopia, recent, ogaden, rebel
## Topic 16: ogaden, onlin, ethiopian, africa, soldier
## Topic 17: ethiopian, ogaden, onla, continu, barrack
## ..................................................................................................................
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## Completed M-Step.
## Completing Iteration 141 (approx. per word bound = -3.077, relative change = 7.344e-05)
## ..................................................................................................................
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## Completing Iteration 142 (approx. per word bound = -3.076, relative change = 9.010e-05)
## ..................................................................................................................
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## Completing Iteration 143 (approx. per word bound = -3.076, relative change = 1.025e-04)
## ..................................................................................................................
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## ..................................................................................................................
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## Completing Iteration 145 (approx. per word bound = -3.075, relative change = 7.253e-05)
## Topic 1: --, rebel, ethiopian, africa, ogaden
## Topic 2: govern, africa, start, claim, rebel
## Topic 3: polit, africa, apr, dozen, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, rebel, soldier, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, text, apr, kismaayo, jun
## Topic 8: rebel, ethiopia, victori, claim, attack
## Topic 9: ogaden, claim, rebel, battl, ethiopia
## Topic 10: onlf, ogaden, clash, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: forc, sep, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, opposit, say, ethiopian, fight
## Topic 15: attack, ethiopia, recent, ogaden, somali
## Topic 16: ogaden, ethiopian, onlin, africa, soldier
## Topic 17: ethiopian, ogaden, onla, continu, barrack
## ..................................................................................................................
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## Completing Iteration 146 (approx. per word bound = -3.075, relative change = 6.078e-05)
## ..................................................................................................................
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## Completing Iteration 147 (approx. per word bound = -3.075, relative change = 5.599e-05)
## ..................................................................................................................
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## Completing Iteration 148 (approx. per word bound = -3.075, relative change = 5.216e-05)
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## Completing Iteration 149 (approx. per word bound = -3.075, relative change = 5.038e-05)
## ..................................................................................................................
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## Completing Iteration 150 (approx. per word bound = -3.075, relative change = 4.931e-05)
## Topic 1: --, ethiopian, rebel, africa, ogaden
## Topic 2: govern, africa, start, claim, rebel
## Topic 3: polit, africa, apr, dozen, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, rebel, soldier, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, text, apr, kismaayo, jun
## Topic 8: rebel, ethiopia, victori, claim, attack
## Topic 9: ogaden, claim, rebel, battl, ethiopia
## Topic 10: onlf, ogaden, clash, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, ethiopian, opposit, say, fight
## Topic 15: attack, ethiopia, somali, rebel, recent
## Topic 16: ogaden, ethiopian, onlin, africa, soldier
## Topic 17: ethiopian, ogaden, onla, continu, barrack
## ..................................................................................................................
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## Completing Iteration 151 (approx. per word bound = -3.074, relative change = 4.926e-05)
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## Completing Iteration 155 (approx. per word bound = -3.074, relative change = 5.410e-05)
## Topic 1: --, ethiopian, rebel, africa, ogaden
## Topic 2: govern, africa, start, claim, rebel
## Topic 3: polit, africa, apr, dozen, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, rebel, soldier, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, text, apr, kismaayo, jun
## Topic 8: rebel, ethiopia, victori, claim, attack
## Topic 9: ogaden, claim, rebel, battl, ethiopia
## Topic 10: onlf, ogaden, clash, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, ethiopian, opposit, say, fight
## Topic 15: attack, ethiopia, somali, rebel, recent
## Topic 16: ogaden, ethiopian, onlin, africa, soldier
## Topic 17: ethiopian, ogaden, continu, onla, barrack
## ..................................................................................................................
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## Completing Iteration 156 (approx. per word bound = -3.074, relative change = 5.705e-05)
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## Completing Iteration 157 (approx. per word bound = -3.073, relative change = 6.168e-05)
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## Completing Iteration 158 (approx. per word bound = -3.073, relative change = 6.386e-05)
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## Completing Iteration 160 (approx. per word bound = -3.073, relative change = 5.313e-05)
## Topic 1: --, ethiopian, rebel, africa, battlefield
## Topic 2: govern, africa, claim, start, rebel
## Topic 3: polit, africa, apr, dozen, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, rebel, soldier, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, text, apr, kismaayo, jun
## Topic 8: rebel, ethiopia, victori, claim, attack
## Topic 9: ogaden, claim, rebel, ethiopia, battl
## Topic 10: onlf, ogaden, clash, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, ethiopian, opposit, say, fight
## Topic 15: attack, ethiopia, rebel, somali, recent
## Topic 16: ogaden, ethiopian, onlin, africa, soldier
## Topic 17: ethiopian, ogaden, continu, onla, barrack
## ..................................................................................................................
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## Completing Iteration 161 (approx. per word bound = -3.073, relative change = 4.536e-05)
## ..................................................................................................................
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## Completing Iteration 162 (approx. per word bound = -3.073, relative change = 4.042e-05)
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## Completing Iteration 163 (approx. per word bound = -3.073, relative change = 4.098e-05)
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## Completing Iteration 164 (approx. per word bound = -3.072, relative change = 3.968e-05)
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## Completing Iteration 165 (approx. per word bound = -3.072, relative change = 3.816e-05)
## Topic 1: --, ethiopian, rebel, africa, battlefield
## Topic 2: govern, africa, claim, rebel, start
## Topic 3: polit, africa, apr, dozen, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, rebel, soldier, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, text, apr, kismaayo, jun
## Topic 8: rebel, ethiopia, victori, claim, attack
## Topic 9: ogaden, claim, rebel, ethiopia, battl
## Topic 10: onlf, ogaden, clash, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, ethiopian, opposit, say, fight
## Topic 15: attack, ethiopia, rebel, somali, recent
## Topic 16: ogaden, ethiopian, onlin, africa, soldier
## Topic 17: ethiopian, ogaden, continu, onla, barrack
## ..................................................................................................................
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## Completing Iteration 166 (approx. per word bound = -3.072, relative change = 3.678e-05)
## ..................................................................................................................
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## Completing Iteration 167 (approx. per word bound = -3.072, relative change = 3.580e-05)
## ..................................................................................................................
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## Completing Iteration 168 (approx. per word bound = -3.072, relative change = 3.550e-05)
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## Completing Iteration 169 (approx. per word bound = -3.072, relative change = 3.347e-05)
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## Completing Iteration 170 (approx. per word bound = -3.072, relative change = 3.345e-05)
## Topic 1: --, ethiopian, rebel, africa, battlefield
## Topic 2: govern, africa, claim, rebel, forc
## Topic 3: polit, africa, apr, dozen, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, rebel, soldier, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, svd
## Topic 7: africa, text, apr, kismaayo, jun
## Topic 8: rebel, ethiopia, victori, claim, attack
## Topic 9: ogaden, claim, rebel, ethiopia, battl
## Topic 10: onlf, ogaden, clash, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, ethiopian, opposit, say, fight
## Topic 15: attack, ethiopia, rebel, somali, recent
## Topic 16: ogaden, ethiopian, onlin, africa, kill
## Topic 17: ethiopian, ogaden, continu, onla, barrack
## ..................................................................................................................
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## Completing Iteration 171 (approx. per word bound = -3.072, relative change = 3.177e-05)
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## Completing Iteration 172 (approx. per word bound = -3.072, relative change = 3.167e-05)
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## Completing Iteration 173 (approx. per word bound = -3.071, relative change = 2.953e-05)
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## Completing Iteration 174 (approx. per word bound = -3.071, relative change = 2.853e-05)
## ..................................................................................................................
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## Completing Iteration 175 (approx. per word bound = -3.071, relative change = 2.996e-05)
## Topic 1: --, ethiopian, rebel, africa, battlefield
## Topic 2: govern, africa, claim, rebel, forc
## Topic 3: polit, africa, apr, dozen, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, text, apr, kismaayo, jun
## Topic 8: rebel, ethiopia, victori, claim, attack
## Topic 9: ogaden, claim, rebel, ethiopia, battl
## Topic 10: onlf, ogaden, clash, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, ethiopian, opposit, say, fight
## Topic 15: attack, ethiopia, rebel, somali, recent
## Topic 16: ogaden, ethiopian, onlin, africa, kill
## Topic 17: ethiopian, ogaden, continu, onla, barrack
## ..................................................................................................................
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## Completing Iteration 176 (approx. per word bound = -3.071, relative change = 2.643e-05)
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## Completing Iteration 177 (approx. per word bound = -3.071, relative change = 2.780e-05)
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## Completing Iteration 178 (approx. per word bound = -3.071, relative change = 2.673e-05)
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## Completing Iteration 179 (approx. per word bound = -3.071, relative change = 2.571e-05)
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## Completing Iteration 180 (approx. per word bound = -3.071, relative change = 2.483e-05)
## Topic 1: --, ethiopian, rebel, africa, battlefield
## Topic 2: govern, africa, claim, rebel, ogaden
## Topic 3: polit, africa, apr, dozen, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, text, kismaayo, apr, jun
## Topic 8: rebel, ethiopia, victori, claim, attack
## Topic 9: ogaden, claim, rebel, ethiopia, battl
## Topic 10: onlf, ogaden, clash, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, liber, nation
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, ethiopian, opposit, say, fight
## Topic 15: attack, ethiopia, rebel, somali, forc
## Topic 16: ogaden, ethiopian, onlin, africa, kill
## Topic 17: ethiopian, ogaden, continu, onla, barrack
## ..................................................................................................................
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## Completing Iteration 181 (approx. per word bound = -3.071, relative change = 2.397e-05)
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## Completing Iteration 182 (approx. per word bound = -3.071, relative change = 2.292e-05)
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## Completing Iteration 183 (approx. per word bound = -3.071, relative change = 2.166e-05)
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## Completing Iteration 184 (approx. per word bound = -3.071, relative change = 2.205e-05)
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## Completing Iteration 185 (approx. per word bound = -3.071, relative change = 2.055e-05)
## Topic 1: --, ethiopian, rebel, africa, battlefield
## Topic 2: govern, africa, claim, rebel, ogaden
## Topic 3: polit, africa, apr, dozen, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, text, kismaayo, apr, jun
## Topic 8: rebel, ethiopia, victori, claim, attack
## Topic 9: ogaden, claim, rebel, ethiopia, battl
## Topic 10: onlf, ogaden, clash, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, claim, liber
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, ethiopian, opposit, say, fight
## Topic 15: attack, ethiopia, rebel, somali, forc
## Topic 16: ogaden, ethiopian, onlin, africa, kill
## Topic 17: ogaden, ethiopian, continu, onla, barrack
## ..................................................................................................................
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## Completing Iteration 186 (approx. per word bound = -3.070, relative change = 2.015e-05)
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## Completing Iteration 187 (approx. per word bound = -3.070, relative change = 2.111e-05)
## ..................................................................................................................
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## Completing Iteration 188 (approx. per word bound = -3.070, relative change = 1.996e-05)
## ..................................................................................................................
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## Completing Iteration 189 (approx. per word bound = -3.070, relative change = 1.949e-05)
## ..................................................................................................................
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## Completing Iteration 190 (approx. per word bound = -3.070, relative change = 1.914e-05)
## Topic 1: --, ethiopian, rebel, africa, battlefield
## Topic 2: govern, africa, claim, rebel, ogaden
## Topic 3: polit, africa, apr, dozen, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, text, kismaayo, apr, jun
## Topic 8: rebel, ethiopia, victori, claim, attack
## Topic 9: ogaden, claim, rebel, ethiopia, battl
## Topic 10: onlf, ogaden, clash, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, govern, claim
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, ethiopian, opposit, say, fight
## Topic 15: attack, ethiopia, rebel, somali, forc
## Topic 16: ogaden, ethiopian, onlin, africa, kill
## Topic 17: ogaden, ethiopian, continu, onla, barrack
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 191 (approx. per word bound = -3.070, relative change = 1.832e-05)
## ..................................................................................................................
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## Completing Iteration 192 (approx. per word bound = -3.070, relative change = 1.981e-05)
## ..................................................................................................................
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## Completing Iteration 193 (approx. per word bound = -3.070, relative change = 1.934e-05)
## ..................................................................................................................
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## Completing Iteration 194 (approx. per word bound = -3.070, relative change = 2.063e-05)
## ..................................................................................................................
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## Completing Iteration 195 (approx. per word bound = -3.070, relative change = 2.168e-05)
## Topic 1: --, ethiopian, rebel, africa, battlefield
## Topic 2: govern, africa, claim, rebel, ogaden
## Topic 3: polit, africa, apr, dozen, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, text, kismaayo, jun, apr
## Topic 8: rebel, ethiopia, victori, claim, attack
## Topic 9: ogaden, claim, rebel, ethiopia, battl
## Topic 10: onlf, ogaden, clash, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, govern, claim
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, ethiopian, opposit, say, fight
## Topic 15: attack, ethiopia, rebel, forc, recent
## Topic 16: ogaden, ethiopian, onlin, africa, kill
## Topic 17: ogaden, ethiopian, continu, onla, barrack
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 196 (approx. per word bound = -3.070, relative change = 2.434e-05)
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## Completing Iteration 197 (approx. per word bound = -3.070, relative change = 2.722e-05)
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## Completing Iteration 198 (approx. per word bound = -3.070, relative change = 3.272e-05)
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## Completing Iteration 199 (approx. per word bound = -3.070, relative change = 3.983e-05)
## ..................................................................................................................
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## Completing Iteration 200 (approx. per word bound = -3.069, relative change = 4.998e-05)
## Topic 1: --, ethiopian, rebel, africa, battlefield
## Topic 2: govern, africa, claim, rebel, ogaden
## Topic 3: polit, africa, apr, dozen, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, text, jun, kismaayo, apr
## Topic 8: rebel, ethiopia, victori, claim, attack
## Topic 9: ogaden, claim, rebel, ethiopia, battl
## Topic 10: onlf, ogaden, clash, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, govern, claim
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, ethiopian, opposit, say, fight
## Topic 15: attack, ethiopia, rebel, forc, recent
## Topic 16: ogaden, ethiopian, onlin, africa, kill
## Topic 17: ogaden, ethiopian, continu, onla, barrack
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 201 (approx. per word bound = -3.069, relative change = 6.275e-05)
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## Completing Iteration 202 (approx. per word bound = -3.069, relative change = 7.007e-05)
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## Completing Iteration 203 (approx. per word bound = -3.069, relative change = 6.713e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 204 (approx. per word bound = -3.069, relative change = 6.435e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 205 (approx. per word bound = -3.068, relative change = 6.264e-05)
## Topic 1: --, ethiopian, rebel, africa, battlefield
## Topic 2: govern, africa, claim, rebel, ogaden
## Topic 3: polit, africa, apr, say, dozen
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, svd
## Topic 7: africa, text, jun, kismaayo, apr
## Topic 8: rebel, ethiopia, victori, claim, attack
## Topic 9: ogaden, claim, rebel, ethiopia, battl
## Topic 10: onlf, ogaden, clash, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, govern, claim
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: ethiopian, kill, opposit, fight, group
## Topic 15: attack, ethiopia, rebel, forc, recent
## Topic 16: ogaden, ethiopian, onlin, africa, kill
## Topic 17: ogaden, ethiopian, continu, onla, barrack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 206 (approx. per word bound = -3.068, relative change = 7.372e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 207 (approx. per word bound = -3.068, relative change = 1.013e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 208 (approx. per word bound = -3.067, relative change = 1.543e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 209 (approx. per word bound = -3.066, relative change = 3.612e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 210 (approx. per word bound = -3.063, relative change = 9.198e-04)
## Topic 1: --, ethiopian, rebel, africa, battlefield
## Topic 2: govern, africa, claim, rebel, ogaden
## Topic 3: polit, africa, say, dozen, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, text, jun, kismaayo, apr
## Topic 8: rebel, ethiopia, victori, claim, attack
## Topic 9: ogaden, claim, rebel, ethiopia, battl
## Topic 10: ogaden, onlf, clash, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, govern, claim
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: ethiopian, kill, opposit, group, fight
## Topic 15: attack, ethiopia, rebel, forc, recent
## Topic 16: ogaden, ethiopian, onlin, kill, africa
## Topic 17: ogaden, ethiopian, continu, onla, onlin
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 211 (approx. per word bound = -3.063, relative change = 1.894e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 212 (approx. per word bound = -3.063, relative change = 1.080e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 213 (approx. per word bound = -3.062, relative change = 7.734e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 214 (approx. per word bound = -3.062, relative change = 6.177e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 215 (approx. per word bound = -3.062, relative change = 5.704e-05)
## Topic 1: --, ethiopian, rebel, africa, battlefield
## Topic 2: govern, africa, claim, rebel, ogaden
## Topic 3: polit, africa, say, dozen, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, rebel, soldier, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, text, jun, kismaayo, apr
## Topic 8: rebel, ethiopia, victori, claim, attack
## Topic 9: ogaden, claim, rebel, ethiopia, battl
## Topic 10: onlf, ogaden, clash, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, govern, claim
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, ethiopian, opposit, group, fight
## Topic 15: attack, ethiopia, rebel, forc, recent
## Topic 16: ogaden, ethiopian, onlin, kill, africa
## Topic 17: ogaden, onlin, continu, onla, barrack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 216 (approx. per word bound = -3.062, relative change = 5.649e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 217 (approx. per word bound = -3.062, relative change = 3.111e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 218 (approx. per word bound = -3.062, relative change = 2.217e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 219 (approx. per word bound = -3.062, relative change = 1.800e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 220 (approx. per word bound = -3.061, relative change = 4.984e-05)
## Topic 1: --, ethiopian, rebel, africa, battlefield
## Topic 2: govern, africa, claim, rebel, ogaden
## Topic 3: polit, africa, say, dozen, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, soldier, rebel, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, asia
## Topic 7: africa, text, jun, kismaayo, apr
## Topic 8: rebel, ethiopia, victori, claim, attack
## Topic 9: ogaden, claim, rebel, battl, ethiopia
## Topic 10: ogaden, onlf, clash, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, govern, claim
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, ethiopian, opposit, group, fight
## Topic 15: attack, ethiopia, rebel, forc, recent
## Topic 16: ogaden, ethiopian, onlin, kill, africa
## Topic 17: ogaden, onlin, continu, onla, barrack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 221 (approx. per word bound = -3.061, relative change = 5.433e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 222 (approx. per word bound = -3.061, relative change = 7.675e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 223 (approx. per word bound = -3.061, relative change = 2.786e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 224 (approx. per word bound = -3.061, relative change = 3.189e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 225 (approx. per word bound = -3.061, relative change = 4.010e-05)
## Topic 1: --, ethiopian, rebel, africa, battlefield
## Topic 2: govern, africa, claim, rebel, ogaden
## Topic 3: polit, africa, say, dozen, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, rebel, soldier, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, bulletin, arb
## Topic 7: africa, text, jun, kismaayo, apr
## Topic 8: ethiopia, rebel, victori, claim, attack
## Topic 9: ogaden, claim, rebel, battl, ethiopia
## Topic 10: ogaden, onlf, clash, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, govern, claim
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, ethiopian, opposit, group, fight
## Topic 15: attack, ethiopia, rebel, forc, recent
## Topic 16: ogaden, ethiopian, onlin, kill, africa
## Topic 17: ogaden, onlin, continu, onla, barrack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 226 (approx. per word bound = -3.061, relative change = 3.067e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 227 (approx. per word bound = -3.061, relative change = 2.126e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 228 (approx. per word bound = -3.060, relative change = 1.797e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 229 (approx. per word bound = -3.060, relative change = 1.250e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 230 (approx. per word bound = -3.060, relative change = 1.170e-05)
## Topic 1: --, ethiopian, rebel, africa, battlefield
## Topic 2: govern, africa, claim, rebel, ogaden
## Topic 3: polit, africa, say, dozen, separ
## Topic 4: crime, ogaden, state, ethiopia, region
## Topic 5: kill, rebel, soldier, claim, ogaden
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, bulletin, arb
## Topic 7: africa, text, jun, kismaayo, apr
## Topic 8: ethiopia, rebel, victori, claim, attack
## Topic 9: ogaden, claim, rebel, battl, ethiopia
## Topic 10: ogaden, onlf, clash, battl, troop
## Topic 11: militari, onlf, communiqu, file, hos
## Topic 12: sep, forc, group, govern, claim
## Topic 13: freedom, ogadeni, peopl, somali, jun
## Topic 14: kill, ethiopian, opposit, group, fight
## Topic 15: attack, ethiopia, rebel, forc, recent
## Topic 16: ogaden, ethiopian, onlin, kill, africa
## Topic 17: ogaden, onlin, continu, onla, barrack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ..................
## Recovering initialization...
## ..
## Initialization complete.
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.661)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -3.895, relative change = 1.643e-01)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -3.649, relative change = 6.334e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ...................
## Recovering initialization...
## ..
## Initialization complete.
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.243)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -3.780, relative change = 1.090e-01)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -3.597, relative change = 4.840e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -3.498, relative change = 2.752e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -3.427, relative change = 2.049e-02)
## Topic 1: ogaden, ababa, addi, kill, rebel
## Topic 2: claim, rebel, opposit, --, africa
## Topic 3: group, govern, polit, tigrinya, ogadeni
## Topic 4: ethiopia, rebel, ogaden, kill, discont
## Topic 5: ethiopia, ogaden, rebel, battl, claim
## Topic 6: aggreg, militarycommuniqu, rebel, ogaden, svd
## Topic 7: ethiopia, mass, kill, rebel, fight
## Topic 8: victori, claim, rebel, sep, communiqu
## Topic 9: rebel, say, ethiopia, clash, file
## Topic 10: onlf, menkhaus, irin, rebel, ogaden
## Topic 11: militari, onlf, ethiopia, rebel, armi
## Topic 12: govern, troop, ethiopian, rebel, win
## Topic 13: peopl, somali, jun, ogadeni, africa
## Topic 14: forc, rebel, ogaden, ethiopian, govern
## Topic 15: attack, ogaden, recent, ethiopia, crime
## Topic 16: kill, rebel, ogaden, ethiopian, govern
## Topic 17: ogaden, onlin, ethiopian, --, front
## Topic 18: africa, freedom, ogadeni, soldier, apr
## Topic 19: sep, rebel, ethiopia, ogadeni, shabeell
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -3.374, relative change = 1.539e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -3.334, relative change = 1.188e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -3.303, relative change = 9.346e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -3.274, relative change = 8.751e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -3.248, relative change = 7.904e-03)
## Topic 1: ogaden, ababa, addi, africa, amhar
## Topic 2: claim, --, africa, rebel, opposit
## Topic 3: group, govern, polit, separ, politica
## Topic 4: ethiopia, rebel, kill, troop, onlf
## Topic 5: ethiopia, ogaden, claim, rebel, battl
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, svd, africa
## Topic 7: ethiopia, africa, kill, fight, region
## Topic 8: victori, claim, rebel, sep, communiqu
## Topic 9: say, rebel, clash, ethiopia, kill
## Topic 10: onlf, file, hos, lotta, menkhaus
## Topic 11: militari, ethiopia, armi, onlf, rebel
## Topic 12: troop, govern, ethiopian, rebel, win
## Topic 13: peopl, somali, ogadeni, jun, text
## Topic 14: forc, rebel, ethiopian, ogaden, govern
## Topic 15: attack, recent, ogaden, ethiopia, crime
## Topic 16: kill, soldier, rebel, ogaden, apr
## Topic 17: ogaden, onlin, ethiopian, front, soldier
## Topic 18: africa, freedom, ogadeni, apr, soldier
## Topic 19: rebel, sep, ethiopia, africa, shabeell
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -3.229, relative change = 5.760e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -3.214, relative change = 4.667e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -3.204, relative change = 3.178e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -3.196, relative change = 2.601e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -3.188, relative change = 2.357e-03)
## Topic 1: ogaden, ababa, addi, amhar, africa
## Topic 2: africa, --, claim, rebel, opposit
## Topic 3: group, govern, polit, separ, politica
## Topic 4: ethiopia, rebel, kill, onlf, troop
## Topic 5: claim, ogaden, ethiopia, rebel, battl
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, svd, africa
## Topic 7: africa, ethiopia, kill, region, fight
## Topic 8: victori, claim, rebel, sep, ethiopia
## Topic 9: rebel, say, clash, ethiopia, ogaden
## Topic 10: onlf, file, hos, lotta, menkhaus
## Topic 11: militari, armi, ethiopia, onlf, rebel
## Topic 12: troop, govern, ethiopian, rebel, win
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: forc, ethiopian, rebel, ogaden, govern
## Topic 15: attack, recent, ethiopia, ogaden, crime
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, front, liber
## Topic 18: freedom, africa, ogadeni, apr, sep
## Topic 19: rebel, sep, africa, oil, shabeell
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -3.182, relative change = 1.880e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -3.177, relative change = 1.634e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -3.172, relative change = 1.443e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -3.168, relative change = 1.284e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -3.164, relative change = 1.167e-03)
## Topic 1: ogaden, ababa, addi, africa, amhar
## Topic 2: --, africa, claim, rebel, opposit
## Topic 3: group, govern, polit, separ, politica
## Topic 4: ethiopia, kill, rebel, onlf, troop
## Topic 5: claim, ogaden, rebel, ethiopia, battl
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, svd, africa
## Topic 7: africa, ethiopia, kill, region, fight
## Topic 8: victori, claim, sep, rebel, ethiopia
## Topic 9: rebel, say, clash, ethiopia, ogaden
## Topic 10: onlf, file, hos, lotta, menkhaus
## Topic 11: militari, armi, onlf, rebel, casualti
## Topic 12: troop, govern, ethiopian, rebel, win
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: forc, ethiopian, rebel, ogaden, govern
## Topic 15: attack, ethiopia, ogaden, recent, crime
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, front, liber
## Topic 18: freedom, africa, ogadeni, apr, sep
## Topic 19: rebel, sep, africa, attack, oil
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -3.161, relative change = 1.121e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -3.157, relative change = 1.093e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -3.154, relative change = 1.012e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -3.151, relative change = 9.535e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -3.148, relative change = 9.237e-04)
## Topic 1: ogaden, ababa, addi, africa, amhar
## Topic 2: --, africa, claim, rebel, opposit
## Topic 3: group, govern, polit, separ, politica
## Topic 4: ethiopia, kill, rebel, onlf, troop
## Topic 5: claim, ogaden, rebel, ethiopia, battl
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, svd, africa
## Topic 7: africa, ethiopia, kill, region, fight
## Topic 8: victori, claim, ethiopia, sep, rebel
## Topic 9: rebel, say, clash, ethiopia, ogaden
## Topic 10: onlf, file, hos, lotta, menkhaus
## Topic 11: militari, armi, onlf, rebel, casualti
## Topic 12: troop, govern, rebel, ethiopian, win
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: ethiopian, forc, rebel, ogaden, govern
## Topic 15: attack, ethiopia, ogaden, recent, crime
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, front, liber
## Topic 18: freedom, africa, ogadeni, apr, sep
## Topic 19: rebel, attack, sep, africa, oil
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -3.145, relative change = 9.215e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 27 (approx. per word bound = -3.143, relative change = 8.816e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -3.140, relative change = 7.947e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -3.138, relative change = 7.271e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -3.136, relative change = 6.825e-04)
## Topic 1: ogaden, ababa, addi, africa, amhar
## Topic 2: --, africa, claim, rebel, opposit
## Topic 3: group, govern, polit, separ, africa
## Topic 4: ethiopia, kill, onlf, rebel, troop
## Topic 5: claim, ogaden, rebel, ethiopia, battl
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, svd, africa
## Topic 7: africa, ethiopia, kill, region, fight
## Topic 8: victori, claim, ethiopia, sep, rebel
## Topic 9: rebel, say, clash, ethiopia, ogaden
## Topic 10: onlf, file, hos, lotta, menkhaus
## Topic 11: militari, armi, rebel, onlf, communiqu
## Topic 12: troop, govern, rebel, ethiopian, win
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: ethiopian, forc, rebel, ogaden, africa
## Topic 15: attack, ethiopia, ogaden, recent, crime
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, front, liber
## Topic 18: freedom, africa, ogadeni, apr, sep
## Topic 19: rebel, attack, sep, africa, oil
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -3.134, relative change = 6.303e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -3.132, relative change = 5.685e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -3.130, relative change = 5.568e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -3.128, relative change = 5.626e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -3.127, relative change = 5.687e-04)
## Topic 1: ogaden, ababa, addi, africa, amhar
## Topic 2: --, africa, claim, rebel, opposit
## Topic 3: group, govern, polit, africa, separ
## Topic 4: ethiopia, kill, onlf, troop, rebel
## Topic 5: claim, ogaden, rebel, ethiopia, battl
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, svd, africa
## Topic 7: africa, ethiopia, kill, region, fight
## Topic 8: victori, claim, ethiopia, sep, rebel
## Topic 9: rebel, say, clash, ethiopia, ogaden
## Topic 10: onlf, file, hos, lotta, menkhaus
## Topic 11: militari, armi, rebel, onlf, communiqu
## Topic 12: troop, govern, rebel, win, ethiopian
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: ethiopian, africa, rebel, ogaden, forc
## Topic 15: attack, ethiopia, ogaden, recent, crime
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, front, liber
## Topic 18: freedom, africa, ogadeni, apr, sep
## Topic 19: rebel, attack, ethiopian, sep, oil
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -3.125, relative change = 5.771e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -3.123, relative change = 6.058e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -3.121, relative change = 6.554e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -3.119, relative change = 6.822e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -3.117, relative change = 6.614e-04)
## Topic 1: ogaden, ababa, addi, africa, amhar
## Topic 2: --, claim, rebel, africa, opposit
## Topic 3: group, govern, polit, africa, separ
## Topic 4: ethiopia, kill, onlf, troop, rebel
## Topic 5: claim, ogaden, rebel, ethiopia, battl
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, africa, svd
## Topic 7: africa, ethiopia, kill, region, fight
## Topic 8: claim, victori, ethiopia, sep, rebel
## Topic 9: rebel, say, clash, ethiopia, ogaden
## Topic 10: onlf, file, hos, lotta, menkhaus
## Topic 11: militari, rebel, armi, onlf, communiqu
## Topic 12: troop, govern, rebel, attack, win
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: ethiopian, africa, rebel, ogaden, forc
## Topic 15: attack, ogaden, ethiopia, recent, crime
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, front, soldier
## Topic 18: freedom, africa, ogadeni, apr, somali
## Topic 19: rebel, ethiopian, attack, somali, sep
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -3.115, relative change = 6.055e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -3.113, relative change = 5.878e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -3.111, relative change = 5.603e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -3.110, relative change = 4.524e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.109, relative change = 3.789e-04)
## Topic 1: ogaden, ababa, addi, amhar, africa
## Topic 2: --, claim, rebel, africa, opposit
## Topic 3: govern, group, polit, africa, separ
## Topic 4: ethiopia, onlf, kill, troop, rebel
## Topic 5: claim, ogaden, rebel, ethiopia, battl
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, africa, svd
## Topic 7: africa, ethiopia, kill, region, fight
## Topic 8: claim, victori, ethiopia, sep, rebel
## Topic 9: rebel, say, clash, ethiopia, ogaden
## Topic 10: onlf, file, hos, lotta, menkhaus
## Topic 11: militari, rebel, armi, onlf, communiqu
## Topic 12: troop, govern, attack, rebel, win
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: ethiopian, africa, rebel, ogaden, govern
## Topic 15: attack, ogaden, ethiopia, recent, crime
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, front, soldier
## Topic 18: freedom, africa, ogadeni, apr, somali
## Topic 19: somali, rebel, ethiopian, sep, attack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -3.108, relative change = 3.447e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -3.107, relative change = 2.948e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 48 (approx. per word bound = -3.106, relative change = 2.656e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -3.105, relative change = 3.093e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.103, relative change = 5.983e-04)
## Topic 1: ogaden, ababa, addi, amhar, rebel
## Topic 2: --, claim, rebel, africa, opposit
## Topic 3: govern, group, africa, polit, separ
## Topic 4: ethiopia, onlf, kill, troop, rebel
## Topic 5: ogaden, claim, rebel, ethiopia, somali
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, svd, africa
## Topic 7: africa, ethiopia, kill, region, fight
## Topic 8: claim, victori, ethiopia, sep, rebel
## Topic 9: rebel, say, clash, ethiopia, ogaden
## Topic 10: onlf, file, hos, lotta, menkhaus
## Topic 11: militari, rebel, armi, onlf, communiqu
## Topic 12: troop, govern, attack, rebel, win
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: ethiopian, africa, rebel, ogaden, govern
## Topic 15: attack, ogaden, recent, ethiopia, crime
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, front, soldier
## Topic 18: freedom, ogadeni, africa, apr, somali
## Topic 19: somali, ethiopian, rebel, sep, attack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -3.101, relative change = 5.116e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -3.101, relative change = 3.012e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -3.099, relative change = 5.087e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -3.097, relative change = 5.450e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -3.096, relative change = 2.735e-04)
## Topic 1: ogaden, ababa, addi, amhar, rebel
## Topic 2: --, claim, rebel, africa, opposit
## Topic 3: govern, group, africa, polit, separ
## Topic 4: ethiopia, onlf, troop, kill, say
## Topic 5: ogaden, claim, rebel, ethiopia, somali
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, svd, africa
## Topic 7: africa, ethiopia, kill, region, fight
## Topic 8: claim, victori, ethiopia, sep, rebel
## Topic 9: rebel, say, ethiopia, clash, ogaden
## Topic 10: onlf, file, hos, lotta, menkhaus
## Topic 11: militari, rebel, armi, onlf, communiqu
## Topic 12: troop, govern, attack, rebel, win
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: ethiopian, africa, rebel, ogaden, govern
## Topic 15: attack, ogaden, recent, ethiopia, crime
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, front, soldier
## Topic 18: freedom, ogadeni, africa, apr, somali
## Topic 19: somali, ethiopian, rebel, sep, attack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -3.096, relative change = 2.261e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -3.095, relative change = 2.104e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -3.094, relative change = 1.967e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -3.094, relative change = 1.952e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -3.093, relative change = 1.941e-04)
## Topic 1: ogaden, ababa, addi, amhar, journalist
## Topic 2: --, claim, rebel, africa, opposit
## Topic 3: govern, africa, group, polit, separ
## Topic 4: ethiopia, onlf, troop, kill, say
## Topic 5: ogaden, claim, rebel, ethiopia, somali
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, svd, africa
## Topic 7: africa, ethiopia, kill, region, fight
## Topic 8: claim, victori, ethiopia, sep, rebel
## Topic 9: rebel, say, ethiopia, clash, ogaden
## Topic 10: onlf, file, hos, lotta, menkhaus
## Topic 11: militari, rebel, armi, onlf, communiqu
## Topic 12: troop, govern, attack, rebel, win
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: ethiopian, africa, rebel, ogaden, govern
## Topic 15: attack, ogaden, recent, ethiopia, crime
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, soldier, kill
## Topic 18: freedom, ogadeni, africa, apr, somali
## Topic 19: somali, ethiopian, rebel, sep, attack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -3.093, relative change = 1.716e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -3.092, relative change = 1.569e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -3.092, relative change = 1.530e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -3.091, relative change = 1.553e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -3.091, relative change = 1.545e-04)
## Topic 1: ogaden, ababa, addi, amhar, journalist
## Topic 2: --, claim, rebel, africa, opposit
## Topic 3: govern, africa, group, polit, separ
## Topic 4: ethiopia, onlf, troop, kill, say
## Topic 5: ogaden, claim, rebel, somali, ethiopia
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, svd, africa
## Topic 7: africa, ethiopia, kill, region, fight
## Topic 8: claim, victori, ethiopia, sep, rebel
## Topic 9: rebel, say, ethiopia, clash, ogaden
## Topic 10: onlf, file, hos, lotta, menkhaus
## Topic 11: militari, rebel, armi, onlf, communiqu
## Topic 12: troop, govern, attack, rebel, win
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: ethiopian, africa, rebel, govern, ogaden
## Topic 15: attack, ogaden, recent, ethiopia, crime
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, soldier, kill
## Topic 18: freedom, ogadeni, africa, apr, somali
## Topic 19: somali, ethiopian, rebel, sep, attack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -3.090, relative change = 1.441e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -3.090, relative change = 1.389e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -3.090, relative change = 1.397e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -3.089, relative change = 1.511e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.088, relative change = 1.926e-04)
## Topic 1: ogaden, ababa, addi, amhar, journalist
## Topic 2: --, claim, rebel, africa, opposit
## Topic 3: govern, africa, group, polit, separ
## Topic 4: ethiopia, onlf, troop, kill, say
## Topic 5: ogaden, claim, rebel, somali, ethiopia
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, svd, africa
## Topic 7: africa, ethiopia, kill, region, fight
## Topic 8: claim, victori, ethiopia, sep, rebel
## Topic 9: rebel, say, ethiopia, clash, ogaden
## Topic 10: onlf, file, hos, lotta, menkhaus
## Topic 11: militari, rebel, armi, onlf, communiqu
## Topic 12: troop, govern, attack, rebel, win
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: africa, ethiopian, rebel, govern, ogaden
## Topic 15: attack, ogaden, recent, ethiopia, crime
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, kill, soldier
## Topic 18: freedom, ogadeni, africa, apr, somali
## Topic 19: somali, ethiopian, rebel, sep, attack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 71 (approx. per word bound = -3.088, relative change = 2.915e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 72 (approx. per word bound = -3.087, relative change = 2.407e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 73 (approx. per word bound = -3.086, relative change = 2.112e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 74 (approx. per word bound = -3.086, relative change = 1.705e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 75 (approx. per word bound = -3.085, relative change = 1.370e-04)
## Topic 1: ogaden, ababa, addi, amhar, journalist
## Topic 2: --, claim, rebel, africa, ethiopian
## Topic 3: govern, africa, group, polit, dozen
## Topic 4: ethiopia, onlf, troop, kill, say
## Topic 5: ogaden, claim, rebel, somali, ethiopia
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, svd, africa
## Topic 7: africa, ethiopia, kill, region, fight
## Topic 8: claim, victori, ethiopia, sep, rebel
## Topic 9: rebel, say, ethiopia, clash, ogaden
## Topic 10: onlf, file, hos, lotta, battl
## Topic 11: militari, rebel, armi, onlf, communiqu
## Topic 12: troop, govern, attack, rebel, win
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: africa, ethiopian, rebel, govern, ogaden
## Topic 15: attack, ogaden, recent, ethiopia, crime
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, kill, soldier
## Topic 18: freedom, ogadeni, africa, apr, somali
## Topic 19: somali, ethiopian, rebel, sep, attack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 76 (approx. per word bound = -3.085, relative change = 1.174e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 77 (approx. per word bound = -3.085, relative change = 1.078e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 78 (approx. per word bound = -3.084, relative change = 1.035e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 79 (approx. per word bound = -3.084, relative change = 1.004e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -3.084, relative change = 9.833e-05)
## Topic 1: ogaden, ababa, addi, amhar, journalist
## Topic 2: --, claim, rebel, africa, ethiopian
## Topic 3: govern, africa, polit, group, dozen
## Topic 4: ethiopia, onlf, troop, kill, say
## Topic 5: ogaden, claim, rebel, somali, ethiopia
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, svd, africa
## Topic 7: africa, ethiopia, kill, region, fight
## Topic 8: claim, victori, ethiopia, sep, rebel
## Topic 9: rebel, say, ethiopia, clash, ogaden
## Topic 10: onlf, battl, file, hos, lotta
## Topic 11: militari, rebel, armi, onlf, communiqu
## Topic 12: troop, govern, attack, rebel, win
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: africa, ethiopian, rebel, govern, ogaden
## Topic 15: attack, ogaden, recent, ethiopia, crime
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, kill, soldier
## Topic 18: freedom, ogadeni, africa, apr, somali
## Topic 19: somali, ethiopian, rebel, sep, attack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 81 (approx. per word bound = -3.083, relative change = 9.622e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 82 (approx. per word bound = -3.083, relative change = 9.511e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 83 (approx. per word bound = -3.083, relative change = 9.475e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 84 (approx. per word bound = -3.082, relative change = 9.358e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -3.082, relative change = 9.892e-05)
## Topic 1: ogaden, ababa, addi, amhar, journalist
## Topic 2: --, claim, rebel, ethiopian, africa
## Topic 3: govern, africa, polit, group, dozen
## Topic 4: ethiopia, onlf, troop, kill, say
## Topic 5: ogaden, claim, rebel, somali, ethiopia
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, svd, africa
## Topic 7: africa, ethiopia, kill, region, fight
## Topic 8: claim, victori, ethiopia, sep, rebel
## Topic 9: rebel, say, ethiopia, clash, ogaden
## Topic 10: onlf, battl, file, hos, lotta
## Topic 11: militari, rebel, armi, onlf, communiqu
## Topic 12: troop, govern, attack, rebel, win
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: africa, ethiopian, rebel, govern, ogaden
## Topic 15: attack, ogaden, recent, ethiopia, crime
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, kill, soldier
## Topic 18: freedom, ogadeni, africa, apr, somali
## Topic 19: somali, ethiopian, rebel, sep, attack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 86 (approx. per word bound = -3.082, relative change = 1.245e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 87 (approx. per word bound = -3.081, relative change = 1.476e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 88 (approx. per word bound = -3.081, relative change = 1.034e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 89 (approx. per word bound = -3.081, relative change = 8.733e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 90 (approx. per word bound = -3.080, relative change = 8.560e-05)
## Topic 1: ogaden, ababa, addi, amhar, journalist
## Topic 2: --, claim, rebel, ethiopian, opposit
## Topic 3: govern, africa, polit, group, dozen
## Topic 4: ethiopia, onlf, troop, kill, say
## Topic 5: ogaden, claim, rebel, somali, ethiopia
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, svd, arb
## Topic 7: africa, ethiopia, kill, region, fight
## Topic 8: claim, victori, ethiopia, sep, rebel
## Topic 9: rebel, say, ethiopia, clash, ogaden
## Topic 10: onlf, battl, file, hos, lotta
## Topic 11: militari, rebel, armi, onlf, communiqu
## Topic 12: troop, govern, attack, rebel, win
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: africa, ethiopian, rebel, govern, ogaden
## Topic 15: attack, ogaden, recent, ethiopia, crime
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, kill, soldier
## Topic 18: freedom, ogadeni, africa, apr, somali
## Topic 19: somali, ethiopian, rebel, sep, attack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 91 (approx. per word bound = -3.080, relative change = 8.583e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 92 (approx. per word bound = -3.080, relative change = 8.764e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 93 (approx. per word bound = -3.080, relative change = 8.932e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 94 (approx. per word bound = -3.079, relative change = 9.368e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -3.079, relative change = 9.825e-05)
## Topic 1: ogaden, ababa, addi, amhar, journalist
## Topic 2: --, claim, rebel, ethiopian, opposit
## Topic 3: govern, africa, polit, group, dozen
## Topic 4: ethiopia, onlf, troop, kill, say
## Topic 5: ogaden, claim, rebel, somali, ethiopia
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, svd, arb
## Topic 7: africa, kill, ethiopia, region, fight
## Topic 8: claim, victori, ethiopia, sep, rebel
## Topic 9: rebel, say, ethiopia, clash, ogaden
## Topic 10: onlf, battl, file, hos, lotta
## Topic 11: militari, rebel, armi, onlf, communiqu
## Topic 12: troop, govern, attack, rebel, win
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: africa, ethiopian, rebel, govern, ogaden
## Topic 15: attack, ogaden, recent, ethiopia, crime
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, kill, soldier
## Topic 18: freedom, ogadeni, africa, apr, somali
## Topic 19: somali, ethiopian, rebel, sep, attack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 96 (approx. per word bound = -3.079, relative change = 1.088e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 97 (approx. per word bound = -3.078, relative change = 1.268e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 98 (approx. per word bound = -3.078, relative change = 1.624e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 99 (approx. per word bound = -3.077, relative change = 1.943e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 100 (approx. per word bound = -3.077, relative change = 1.614e-04)
## Topic 1: ogaden, ababa, addi, amhar, journalist
## Topic 2: --, claim, rebel, ethiopian, opposit
## Topic 3: govern, africa, polit, group, dozen
## Topic 4: ethiopia, onlf, troop, kill, say
## Topic 5: ogaden, claim, rebel, somali, ethiopia
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, svd, arb
## Topic 7: africa, kill, ethiopia, region, fight
## Topic 8: claim, victori, sep, ethiopia, rebel
## Topic 9: rebel, ethiopia, clash, say, ogaden
## Topic 10: onlf, battl, file, hos, lotta
## Topic 11: militari, rebel, armi, onlf, communiqu
## Topic 12: troop, govern, attack, rebel, ethiopia
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: africa, ethiopian, rebel, govern, ogaden
## Topic 15: attack, ogaden, recent, ethiopia, crime
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, kill, soldier
## Topic 18: freedom, ogadeni, africa, apr, somali
## Topic 19: somali, ethiopian, rebel, sep, attack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 101 (approx. per word bound = -3.076, relative change = 1.898e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 102 (approx. per word bound = -3.076, relative change = 8.700e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 103 (approx. per word bound = -3.076, relative change = 4.437e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 104 (approx. per word bound = -3.076, relative change = 5.873e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 105 (approx. per word bound = -3.075, relative change = 5.773e-05)
## Topic 1: ogaden, ababa, addi, amhar, journalist
## Topic 2: --, claim, rebel, success, ethiopian
## Topic 3: africa, govern, polit, group, dozen
## Topic 4: ethiopia, onlf, troop, kill, say
## Topic 5: ogaden, claim, rebel, somali, ethiopia
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, svd
## Topic 7: africa, kill, ethiopia, region, fight
## Topic 8: claim, victori, sep, ethiopia, rebel
## Topic 9: rebel, ethiopia, clash, say, ogaden
## Topic 10: onlf, battl, file, hos, lotta
## Topic 11: militari, rebel, armi, onlf, communiqu
## Topic 12: troop, govern, attack, ethiopia, rebel
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: africa, ethiopian, rebel, govern, ogaden
## Topic 15: attack, ogaden, recent, ethiopia, somali
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, kill, soldier
## Topic 18: freedom, ogadeni, africa, apr, somali
## Topic 19: somali, ethiopian, rebel, sep, attack
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 106 (approx. per word bound = -3.075, relative change = 5.704e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 107 (approx. per word bound = -3.075, relative change = 6.794e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 108 (approx. per word bound = -3.075, relative change = 9.609e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 109 (approx. per word bound = -3.074, relative change = 1.183e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 110 (approx. per word bound = -3.074, relative change = 1.027e-04)
## Topic 1: ogaden, ababa, addi, amhar, journalist
## Topic 2: --, claim, success, rebel, ethiopian
## Topic 3: africa, govern, polit, group, dozen
## Topic 4: ethiopia, onlf, troop, kill, say
## Topic 5: ogaden, claim, rebel, somali, ethiopia
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, svd
## Topic 7: africa, kill, ethiopia, region, fight
## Topic 8: claim, victori, sep, ethiopia, rebel
## Topic 9: rebel, ethiopia, clash, say, ogaden
## Topic 10: onlf, battl, file, hos, lotta
## Topic 11: militari, rebel, armi, onlf, communiqu
## Topic 12: troop, govern, attack, ethiopia, rebel
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: africa, ethiopian, rebel, govern, ogaden
## Topic 15: attack, ogaden, recent, ethiopia, somali
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, kill, soldier
## Topic 18: freedom, africa, ogadeni, apr, somali
## Topic 19: somali, ethiopian, rebel, sep, oil
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 111 (approx. per word bound = -3.074, relative change = 7.533e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 112 (approx. per word bound = -3.074, relative change = 6.744e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 113 (approx. per word bound = -3.073, relative change = 6.390e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 114 (approx. per word bound = -3.073, relative change = 6.349e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 115 (approx. per word bound = -3.073, relative change = 6.256e-05)
## Topic 1: ogaden, ababa, addi, amhar, journalist
## Topic 2: --, claim, success, rebel, ethiopian
## Topic 3: africa, govern, polit, group, dozen
## Topic 4: ethiopia, onlf, troop, kill, say
## Topic 5: ogaden, claim, rebel, somali, ethiopia
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, svd
## Topic 7: africa, kill, ethiopia, region, fight
## Topic 8: claim, victori, sep, ethiopia, rebel
## Topic 9: rebel, ethiopia, clash, say, ogaden
## Topic 10: onlf, battl, file, hos, lotta
## Topic 11: militari, rebel, armi, onlf, communiqu
## Topic 12: troop, govern, attack, ethiopia, rebel
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: africa, rebel, ethiopian, govern, ogaden
## Topic 15: attack, ogaden, recent, ethiopia, somali
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, kill, soldier
## Topic 18: freedom, africa, ogadeni, apr, somali
## Topic 19: somali, ethiopian, rebel, sep, oil
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 116 (approx. per word bound = -3.073, relative change = 6.544e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 117 (approx. per word bound = -3.073, relative change = 7.118e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 118 (approx. per word bound = -3.072, relative change = 9.013e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 119 (approx. per word bound = -3.072, relative change = 1.336e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 120 (approx. per word bound = -3.071, relative change = 2.030e-04)
## Topic 1: ogaden, ababa, addi, amhar, journalist
## Topic 2: --, claim, success, rebel, ethiopian
## Topic 3: africa, govern, polit, group, dozen
## Topic 4: ethiopia, onlf, troop, kill, say
## Topic 5: ogaden, claim, rebel, somali, ethiopia
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, svd
## Topic 7: africa, kill, ethiopia, region, fight
## Topic 8: claim, victori, sep, ethiopia, rebel
## Topic 9: rebel, ethiopia, clash, say, ogaden
## Topic 10: onlf, battl, file, hos, lotta
## Topic 11: militari, rebel, armi, onlf, communiqu
## Topic 12: troop, govern, attack, ethiopia, rebel
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: africa, rebel, ethiopian, govern, ogaden
## Topic 15: attack, ogaden, recent, ethiopia, somali
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, kill, soldier
## Topic 18: freedom, africa, ogadeni, apr, somali
## Topic 19: somali, ethiopian, rebel, sep, oil
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 121 (approx. per word bound = -3.071, relative change = 1.941e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 122 (approx. per word bound = -3.070, relative change = 1.235e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 123 (approx. per word bound = -3.070, relative change = 9.056e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 124 (approx. per word bound = -3.070, relative change = 7.553e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 125 (approx. per word bound = -3.070, relative change = 6.577e-05)
## Topic 1: ogaden, ababa, addi, amhar, journalist
## Topic 2: --, claim, success, battlefield, rebel
## Topic 3: africa, govern, polit, group, dozen
## Topic 4: ethiopia, onlf, troop, kill, say
## Topic 5: ogaden, claim, rebel, somali, ethiopia
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, svd
## Topic 7: africa, kill, ethiopia, region, fight
## Topic 8: claim, victori, sep, ethiopia, rebel
## Topic 9: rebel, ethiopia, clash, say, ogaden
## Topic 10: onlf, battl, file, hos, lotta
## Topic 11: militari, rebel, armi, onlf, ethiopia
## Topic 12: troop, govern, attack, ethiopia, rebel
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: africa, rebel, ethiopian, govern, ogaden
## Topic 15: attack, ogaden, recent, ethiopia, somali
## Topic 16: kill, soldier, rebel, apr, ethiopian
## Topic 17: ogaden, onlin, ethiopian, kill, soldier
## Topic 18: freedom, africa, ogadeni, apr, somali
## Topic 19: somali, ethiopian, rebel, sep, oil
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 126 (approx. per word bound = -3.069, relative change = 6.165e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 127 (approx. per word bound = -3.069, relative change = 6.545e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 128 (approx. per word bound = -3.069, relative change = 7.346e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 129 (approx. per word bound = -3.069, relative change = 8.922e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 130 (approx. per word bound = -3.068, relative change = 1.093e-04)
## Topic 1: ogaden, ababa, addi, amhar, journalist
## Topic 2: --, claim, success, battlefield, rebel
## Topic 3: africa, govern, polit, group, dozen
## Topic 4: ethiopia, onlf, troop, kill, say
## Topic 5: ogaden, claim, rebel, somali, ethiopia
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, svd
## Topic 7: africa, kill, ethiopia, region, fight
## Topic 8: claim, victori, sep, ethiopia, group
## Topic 9: rebel, ethiopia, clash, say, ogaden
## Topic 10: onlf, battl, file, hos, lotta
## Topic 11: militari, rebel, armi, onlf, ethiopia
## Topic 12: troop, attack, govern, ethiopia, rebel
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: africa, rebel, ethiopian, govern, ogaden
## Topic 15: attack, ogaden, recent, ethiopia, somali
## Topic 16: kill, soldier, rebel, apr, asmara
## Topic 17: ogaden, onlin, ethiopian, kill, soldier
## Topic 18: freedom, africa, ogadeni, apr, somali
## Topic 19: somali, ethiopian, rebel, sep, oil
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 131 (approx. per word bound = -3.068, relative change = 1.312e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 132 (approx. per word bound = -3.067, relative change = 1.447e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 133 (approx. per word bound = -3.067, relative change = 1.386e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 134 (approx. per word bound = -3.067, relative change = 1.165e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 135 (approx. per word bound = -3.066, relative change = 9.460e-05)
## Topic 1: ogaden, ababa, addi, amhar, journalist
## Topic 2: --, claim, success, battlefield, rebel
## Topic 3: africa, govern, polit, group, dozen
## Topic 4: ethiopia, troop, onlf, kill, say
## Topic 5: ogaden, claim, rebel, somali, ethiopia
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, svd
## Topic 7: africa, kill, ethiopia, region, fight
## Topic 8: claim, victori, sep, group, ethiopia
## Topic 9: rebel, ethiopia, clash, say, ogaden
## Topic 10: onlf, battl, file, hos, lotta
## Topic 11: militari, rebel, armi, ethiopia, onlf
## Topic 12: troop, attack, govern, ethiopia, rebel
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: africa, rebel, ethiopian, govern, ogaden
## Topic 15: attack, ogaden, recent, ethiopia, somali
## Topic 16: kill, soldier, rebel, apr, asmara
## Topic 17: ogaden, onlin, ethiopian, kill, soldier
## Topic 18: freedom, africa, ogadeni, apr, somali
## Topic 19: somali, ethiopian, rebel, sep, oil
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 136 (approx. per word bound = -3.066, relative change = 7.801e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 137 (approx. per word bound = -3.066, relative change = 6.948e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 138 (approx. per word bound = -3.066, relative change = 6.605e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 139 (approx. per word bound = -3.066, relative change = 6.462e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 140 (approx. per word bound = -3.065, relative change = 7.084e-05)
## Topic 1: ogaden, ababa, addi, amhar, opposit
## Topic 2: --, claim, success, battlefield, rebel
## Topic 3: africa, govern, polit, group, separ
## Topic 4: ethiopia, troop, onlf, kill, say
## Topic 5: ogaden, claim, rebel, somali, ethiopia
## Topic 6: aggreg, militarycommuniqu, military_communique_october_, arb, svd
## Topic 7: africa, ethiopia, kill, region, fight
## Topic 8: claim, victori, sep, group, ethiopia
## Topic 9: rebel, ethiopia, clash, say, ogaden
## Topic 10: onlf, battl, file, hos, lotta
## Topic 11: militari, rebel, armi, ethiopia, onlf
## Topic 12: troop, attack, ethiopia, govern, rebel
## Topic 13: peopl, somali, ogadeni, jun, sep
## Topic 14: africa, rebel, ethiopian, govern, ogaden
## Topic 15: attack, ogaden, recent, ethiopia, somali
## Topic 16: kill, soldier, rebel, apr, asmara
## Topic 17: ogaden, onlin, ethiopian, kill, soldier
## Topic 18: freedom, africa, ogadeni, apr, somali
## Topic 19: somali, ethiopian, rebel, sep, oil
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 141 (approx. per word bound = -3.065, relative change = 7.705e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 142 (approx. per word bound = -3.065, relative change = 8.963e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 143 (approx. per word bound = -3.064, relative change = 1.161e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 144 (approx. per word bound = -3.064, relative change = 6.505e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## Beginning Spectral Initialization
## Calculating the gram matrix...
## Finding anchor words...
## ....................
## Recovering initialization...
## ..
## Initialization complete.
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 1 (approx. per word bound = -4.236)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 2 (approx. per word bound = -3.782, relative change = 1.071e-01)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 3 (approx. per word bound = -3.570, relative change = 5.595e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 4 (approx. per word bound = -3.454, relative change = 3.264e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 5 (approx. per word bound = -3.368, relative change = 2.478e-02)
## Topic 1: crime, ethiopia, state, collect, punish
## Topic 2: --, africa, rebel, claim, ogaden
## Topic 3: onlin, polit, somali, heavi, politica
## Topic 4: ogaden, ababa, addi, amhar, journalist
## Topic 5: rebel, ethiopian, military_communique_october_, ogaden, africa
## Topic 6: aggreg, militarycommuniqu, svd, rebel, africa
## Topic 7: claim, dozen, rebel, ogaden, casualti
## Topic 8: claim, rebel, communiqu, onlf, troop
## Topic 9: govern, kill, soldier, rebel, group
## Topic 10: opposit, ethiopian, africa, kill, asmara
## Topic 11: militari, battlefield, govern, rebel, ethiopian
## Topic 12: ethiopia, victori, claim, attack, ogaden
## Topic 13: peopl, africa, jun, sep, ogadeni
## Topic 14: rebel, ethiopian, forc, ogaden, kill
## Topic 15: troop, onlf, front, attack, ogaden
## Topic 16: ogaden, onla, apr, bulletin, foreign
## Topic 17: africa, ogaden, battl, recent, ethiopian
## Topic 18: freedom, ogadeni, somali, africa, apr
## Topic 19: group, rebel, africa, sever, sep
## Topic 20: africa, ogaden, claim, rebel, ethiopian
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 6 (approx. per word bound = -3.319, relative change = 1.468e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 7 (approx. per word bound = -3.282, relative change = 1.097e-02)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 8 (approx. per word bound = -3.256, relative change = 8.171e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 9 (approx. per word bound = -3.236, relative change = 5.898e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 10 (approx. per word bound = -3.222, relative change = 4.566e-03)
## Topic 1: crime, ethiopia, region, state, collect
## Topic 2: --, africa, rebel, claim, ogaden
## Topic 3: onlin, polit, heavi, somali, politica
## Topic 4: ogaden, ababa, addi, amhar, africa
## Topic 5: ethiopian, military_communique_october_, rebel, ogaden, ethiomedia
## Topic 6: aggreg, militarycommuniqu, svd, africa, rebel
## Topic 7: casualti, claim, rebel, dozen, ogaden
## Topic 8: rebel, claim, troop, onlf, communiqu
## Topic 9: kill, soldier, govern, rebel, claim
## Topic 10: opposit, ethiopian, africa, asmara, eritrean
## Topic 11: militari, govern, battlefield, success, rebel
## Topic 12: ethiopia, victori, claim, attack, ogaden
## Topic 13: peopl, africa, jun, ogadeni, somali
## Topic 14: ethiopian, rebel, forc, ogaden, claim
## Topic 15: onlf, troop, attack, ogaden, ethiopian
## Topic 16: onla, bulletin, foreign, warn, barrack
## Topic 17: ogaden, africa, battl, ethiopian, recent
## Topic 18: freedom, ogadeni, somali, africa, apr
## Topic 19: sep, group, rebel, africa, sever
## Topic 20: africa, rebel, ogaden, claim, govern
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 11 (approx. per word bound = -3.210, relative change = 3.704e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 12 (approx. per word bound = -3.200, relative change = 3.044e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 13 (approx. per word bound = -3.192, relative change = 2.559e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 14 (approx. per word bound = -3.184, relative change = 2.271e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 15 (approx. per word bound = -3.178, relative change = 2.136e-03)
## Topic 1: crime, region, ethiopia, state, ogaden
## Topic 2: --, africa, rebel, claim, ogaden
## Topic 3: onlin, polit, heavi, politica, kismaayo
## Topic 4: ogaden, ababa, addi, amhar, africa
## Topic 5: military_communique_october_, ethiopian, africa, ethiomedia, buundada
## Topic 6: aggreg, militarycommuniqu, svd, africa, rebel
## Topic 7: armi, rebel, casualti, dozen, claim
## Topic 8: rebel, claim, troop, onlf, communiqu
## Topic 9: kill, soldier, govern, rebel, claim
## Topic 10: opposit, ethiopian, africa, asmara, eritrean
## Topic 11: militari, govern, success, battlefield, ethiopian
## Topic 12: ethiopia, victori, claim, attack, ogaden
## Topic 13: peopl, africa, jun, somali, ogadeni
## Topic 14: ethiopian, forc, rebel, ogaden, claim
## Topic 15: onlf, troop, attack, ethiopian, ogaden
## Topic 16: onla, bulletin, foreign, warn, barrack
## Topic 17: ogaden, africa, battl, ethiopian, recent
## Topic 18: freedom, ogadeni, somali, africa, apr
## Topic 19: sep, group, rebel, sever, claim
## Topic 20: africa, rebel, ogaden, claim, govern
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 16 (approx. per word bound = -3.172, relative change = 1.690e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 17 (approx. per word bound = -3.167, relative change = 1.540e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 18 (approx. per word bound = -3.163, relative change = 1.472e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 19 (approx. per word bound = -3.158, relative change = 1.368e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 20 (approx. per word bound = -3.154, relative change = 1.284e-03)
## Topic 1: crime, region, ethiopia, state, ogaden
## Topic 2: --, africa, rebel, ogaden, claim
## Topic 3: onlin, polit, africa, heavi, politica
## Topic 4: ababa, addi, ogaden, amhar, africa
## Topic 5: military_communique_october_, ethiopian, africa, ethiomedia, buundada
## Topic 6: aggreg, militarycommuniqu, svd, africa, combin
## Topic 7: armi, rebel, casualti, dozen, ogaden
## Topic 8: rebel, claim, troop, onlf, communiqu
## Topic 9: kill, soldier, govern, rebel, claim
## Topic 10: opposit, ethiopian, africa, asmara, eritrean
## Topic 11: militari, success, battlefield, govern, ethiopian
## Topic 12: ethiopia, victori, claim, attack, ogaden
## Topic 13: peopl, africa, jun, somali, sep
## Topic 14: ethiopian, forc, rebel, ogaden, claim
## Topic 15: onlf, attack, troop, ogaden, ethiopian
## Topic 16: onla, onlin, bulletin, foreign, warn
## Topic 17: ogaden, africa, battl, ethiopian, recent
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, group, rebel, sever, claim
## Topic 20: africa, rebel, ogaden, govern, claim
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 21 (approx. per word bound = -3.151, relative change = 1.166e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 22 (approx. per word bound = -3.147, relative change = 1.203e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 23 (approx. per word bound = -3.143, relative change = 1.220e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 24 (approx. per word bound = -3.139, relative change = 1.198e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 25 (approx. per word bound = -3.136, relative change = 1.069e-03)
## Topic 1: crime, region, ethiopia, state, ogaden
## Topic 2: --, africa, rebel, ogaden, claim
## Topic 3: onlin, polit, africa, politica, kismaayo
## Topic 4: ababa, addi, ogaden, amhar, africa
## Topic 5: military_communique_october_, africa, ethiopian, ethiomedia, ogaden
## Topic 6: aggreg, militarycommuniqu, svd, africa, combin
## Topic 7: armi, rebel, battl, casualti, ogaden
## Topic 8: rebel, claim, troop, onlf, communiqu
## Topic 9: kill, soldier, rebel, govern, claim
## Topic 10: opposit, ethiopian, africa, asmara, eritrean
## Topic 11: militari, success, battlefield, govern, ethiopian
## Topic 12: ethiopia, victori, claim, attack, somali
## Topic 13: peopl, africa, jun, somali, sep
## Topic 14: ethiopian, forc, rebel, ogaden, govern
## Topic 15: onlf, attack, troop, score, ogaden
## Topic 16: onlin, onla, militari, africa, barrack
## Topic 17: ogaden, africa, ethiopian, battl, recent
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, group, rebel, govern, sever
## Topic 20: africa, rebel, ogaden, captur, govern
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 26 (approx. per word bound = -3.133, relative change = 9.145e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 27 (approx. per word bound = -3.130, relative change = 8.076e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 28 (approx. per word bound = -3.128, relative change = 7.507e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 29 (approx. per word bound = -3.126, relative change = 7.472e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 30 (approx. per word bound = -3.123, relative change = 7.678e-04)
## Topic 1: crime, ethiopia, region, state, ogaden
## Topic 2: --, africa, rebel, ogaden, claim
## Topic 3: africa, polit, onlin, politica, kismaayo
## Topic 4: ababa, addi, ogaden, amhar, africa
## Topic 5: military_communique_october_, africa, ethiopian, ethiomedia, ogaden
## Topic 6: aggreg, militarycommuniqu, svd, africa, arb
## Topic 7: armi, rebel, battl, ogaden, casualti
## Topic 8: rebel, claim, troop, onlf, communiqu
## Topic 9: kill, soldier, rebel, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: militari, success, battlefield, govern, ethiopian
## Topic 12: ethiopia, victori, claim, attack, somali
## Topic 13: peopl, africa, jun, somali, sep
## Topic 14: forc, ethiopian, rebel, govern, claim
## Topic 15: onlf, attack, troop, score, clash
## Topic 16: onlin, onla, militari, africa, ogaden
## Topic 17: ogaden, ethiopian, africa, battl, recent
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, group, rebel, sever, govern
## Topic 20: africa, rebel, ogaden, captur, break
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 31 (approx. per word bound = -3.121, relative change = 8.417e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 32 (approx. per word bound = -3.118, relative change = 9.029e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 33 (approx. per word bound = -3.115, relative change = 9.382e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 34 (approx. per word bound = -3.112, relative change = 8.688e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 35 (approx. per word bound = -3.110, relative change = 8.633e-04)
## Topic 1: crime, ethiopia, state, region, ogaden
## Topic 2: --, africa, rebel, ogaden, ethiopian
## Topic 3: africa, polit, onlin, politica, kismaayo
## Topic 4: ababa, addi, ogaden, amhar, kill
## Topic 5: military_communique_october_, ethiopian, africa, ethiomedia, ogaden
## Topic 6: aggreg, militarycommuniqu, arb, svd, africa
## Topic 7: armi, rebel, battl, ogaden, recent
## Topic 8: rebel, claim, troop, onlf, communiqu
## Topic 9: kill, soldier, rebel, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: militari, success, battlefield, govern, ethiopian
## Topic 12: ethiopia, victori, claim, attack, somali
## Topic 13: peopl, africa, jun, somali, sep
## Topic 14: forc, rebel, ethiopian, govern, claim
## Topic 15: onlf, attack, troop, score, clash
## Topic 16: onlin, onla, militari, africa, ogaden
## Topic 17: ogaden, ethiopian, onlin, africa, battl
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, group, rebel, sever, victori
## Topic 20: africa, rebel, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 36 (approx. per word bound = -3.107, relative change = 7.917e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 37 (approx. per word bound = -3.105, relative change = 7.256e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 38 (approx. per word bound = -3.103, relative change = 6.866e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 39 (approx. per word bound = -3.101, relative change = 6.528e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 40 (approx. per word bound = -3.099, relative change = 6.440e-04)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, rebel, ogaden, ethiopian
## Topic 3: africa, polit, onlin, politica, kismaayo
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: military_communique_october_, ethiopian, ethiomedia, africa, ogaden
## Topic 6: aggreg, militarycommuniqu, arb, svd, africa
## Topic 7: rebel, ogaden, armi, battl, recent
## Topic 8: rebel, claim, troop, onlf, communiqu
## Topic 9: kill, soldier, rebel, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: militari, success, battlefield, govern, ethiopian
## Topic 12: ethiopia, claim, attack, victori, ogaden
## Topic 13: peopl, africa, jun, somali, sep
## Topic 14: forc, rebel, govern, ethiopian, claim
## Topic 15: onlf, attack, troop, score, clash
## Topic 16: onla, militari, onlin, ogaden, africa
## Topic 17: ogaden, ethiopian, onlin, battl, soldier
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, group, rebel, victori, sever
## Topic 20: africa, rebel, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 41 (approx. per word bound = -3.097, relative change = 5.746e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 42 (approx. per word bound = -3.095, relative change = 6.047e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 43 (approx. per word bound = -3.093, relative change = 7.375e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 44 (approx. per word bound = -3.090, relative change = 8.955e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 45 (approx. per word bound = -3.087, relative change = 1.139e-03)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, rebel, ogaden, ethiopian
## Topic 3: africa, polit, politica, kismaayo, along
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: military_communique_october_, ethiopian, ethiomedia, africa, militarycommuniqu
## Topic 6: aggreg, militarycommuniqu, arb, svd, africa
## Topic 7: ogaden, rebel, armi, battl, recent
## Topic 8: rebel, claim, militari, troop, victori
## Topic 9: kill, soldier, rebel, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: success, battlefield, govern, ethiopian, claim
## Topic 12: ethiopia, claim, attack, victori, ogaden
## Topic 13: peopl, africa, jun, somali, sep
## Topic 14: forc, govern, rebel, ethiopian, claim
## Topic 15: onlf, attack, troop, clash, score
## Topic 16: militari, onla, onlin, ogaden, africa
## Topic 17: ogaden, ethiopian, onlin, soldier, battl
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, group, rebel, victori, ogaden
## Topic 20: africa, rebel, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 46 (approx. per word bound = -3.083, relative change = 1.224e-03)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 47 (approx. per word bound = -3.080, relative change = 9.122e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 48 (approx. per word bound = -3.078, relative change = 6.618e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 49 (approx. per word bound = -3.076, relative change = 5.439e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 50 (approx. per word bound = -3.075, relative change = 4.602e-04)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, ogaden, rebel, ethiopian
## Topic 3: africa, polit, politica, kismaayo, along
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: military_communique_october_, ethiopian, ethiomedia, africa, militarycommuniqu
## Topic 6: aggreg, militarycommuniqu, arb, svd, africa
## Topic 7: ogaden, rebel, armi, battl, recent
## Topic 8: rebel, militari, claim, victori, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: success, battlefield, govern, ethiopian, troop
## Topic 12: ethiopia, claim, attack, ogaden, rebel
## Topic 13: peopl, africa, jun, somali, sep
## Topic 14: forc, govern, rebel, africa, claim
## Topic 15: onlf, attack, troop, clash, battl
## Topic 16: militari, onla, ogaden, onlin, barrack
## Topic 17: ogaden, ethiopian, onlin, soldier, recent
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, victori, group, rebel, somali
## Topic 20: africa, captur, break, free, godey
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 51 (approx. per word bound = -3.074, relative change = 4.119e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 52 (approx. per word bound = -3.072, relative change = 3.810e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 53 (approx. per word bound = -3.071, relative change = 3.580e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 54 (approx. per word bound = -3.070, relative change = 3.454e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 55 (approx. per word bound = -3.069, relative change = 3.458e-04)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, ogaden, rebel, ethiopian
## Topic 3: africa, polit, politica, kismaayo, along
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: military_communique_october_, ethiopian, ethiomedia, africa, militarycommuniqu
## Topic 6: aggreg, militarycommuniqu, arb, svd, africa
## Topic 7: ogaden, rebel, battl, armi, recent
## Topic 8: rebel, militari, claim, victori, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: success, troop, govern, ethiopian, battlefield
## Topic 12: ethiopia, claim, attack, ogaden, rebel
## Topic 13: peopl, africa, jun, somali, sep
## Topic 14: forc, govern, rebel, africa, claim
## Topic 15: onlf, attack, troop, clash, battl
## Topic 16: militari, onla, ogaden, onlin, barrack
## Topic 17: ogaden, ethiopian, onlin, soldier, recent
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, victori, rebel, group, somali
## Topic 20: africa, captur, break, free, godey
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 56 (approx. per word bound = -3.068, relative change = 3.642e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 57 (approx. per word bound = -3.067, relative change = 4.053e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 58 (approx. per word bound = -3.065, relative change = 4.513e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 59 (approx. per word bound = -3.064, relative change = 4.810e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 60 (approx. per word bound = -3.063, relative change = 4.649e-04)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, ogaden, rebel, ethiopian
## Topic 3: africa, polit, politica, pacif, kismaayo
## Topic 4: ogaden, ababa, addi, amhar, journalist
## Topic 5: military_communique_october_, ethiopian, ethiomedia, militarycommuniqu, africa
## Topic 6: aggreg, militarycommuniqu, arb, svd, africa
## Topic 7: ogaden, rebel, battl, armi, recent
## Topic 8: militari, rebel, claim, victori, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: troop, success, govern, claim, ethiopian
## Topic 12: ethiopia, claim, attack, ogaden, rebel
## Topic 13: peopl, africa, jun, somali, sep
## Topic 14: forc, govern, rebel, africa, claim
## Topic 15: onlf, attack, clash, troop, battl
## Topic 16: militari, ogaden, onla, onlin, barrack
## Topic 17: ogaden, ethiopian, onlin, soldier, recent
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, victori, rebel, group, somali
## Topic 20: africa, captur, break, free, godey
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 61 (approx. per word bound = -3.061, relative change = 4.278e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 62 (approx. per word bound = -3.060, relative change = 3.934e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 63 (approx. per word bound = -3.059, relative change = 4.770e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 64 (approx. per word bound = -3.057, relative change = 4.359e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 65 (approx. per word bound = -3.056, relative change = 4.152e-04)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, ogaden, rebel, ethiopian
## Topic 3: africa, polit, politica, pacif, asia
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, ethiopian, africa
## Topic 6: aggreg, arb, svd, militarycommuniqu, africa
## Topic 7: ogaden, rebel, battl, armi, recent
## Topic 8: militari, rebel, claim, victori, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: troop, govern, claim, success, rebel
## Topic 12: ethiopia, claim, attack, ogaden, rebel
## Topic 13: peopl, africa, jun, somali, sep
## Topic 14: forc, govern, rebel, africa, claim
## Topic 15: onlf, attack, troop, clash, battl
## Topic 16: militari, ogaden, onla, onlin, barrack
## Topic 17: ogaden, ethiopian, onlin, soldier, recent
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, victori, rebel, group, somali
## Topic 20: africa, captur, break, free, godey
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 66 (approx. per word bound = -3.055, relative change = 3.914e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 67 (approx. per word bound = -3.054, relative change = 3.515e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 68 (approx. per word bound = -3.053, relative change = 3.320e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 69 (approx. per word bound = -3.052, relative change = 3.292e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 70 (approx. per word bound = -3.051, relative change = 3.310e-04)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, ogaden, rebel, forc
## Topic 3: africa, polit, politica, asia, pacif
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, ethiopian, africa
## Topic 6: aggreg, arb, svd, militarycommuniqu, africa
## Topic 7: ogaden, rebel, battl, armi, recent
## Topic 8: militari, rebel, claim, victori, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, troop, claim, rebel, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, jun, somali, sep
## Topic 14: forc, govern, rebel, africa, claim
## Topic 15: onlf, attack, troop, battl, score
## Topic 16: militari, ogaden, onla, onlin, barrack
## Topic 17: ogaden, ethiopian, onlin, soldier, recent
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, victori, rebel, group, somali
## Topic 20: africa, captur, onlf, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 71 (approx. per word bound = -3.050, relative change = 2.525e-04)
## ..................................................................................................................
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## Completing Iteration 72 (approx. per word bound = -3.049, relative change = 2.239e-04)
## ..................................................................................................................
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## Completing Iteration 73 (approx. per word bound = -3.049, relative change = 2.048e-04)
## ..................................................................................................................
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## Completing Iteration 74 (approx. per word bound = -3.048, relative change = 1.938e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 75 (approx. per word bound = -3.047, relative change = 1.845e-04)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, ogaden, rebel, forc
## Topic 3: africa, polit, politica, asia, pacif
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, africa, ethiopian
## Topic 6: aggreg, arb, svd, africa, peac
## Topic 7: ogaden, battl, rebel, armi, recent
## Topic 8: militari, rebel, claim, victori, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, troop, claim, rebel, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, jun, somali, sep
## Topic 14: forc, govern, rebel, africa, claim
## Topic 15: onlf, attack, troop, battl, score
## Topic 16: militari, ogaden, onla, onlin, barrack
## Topic 17: ogaden, ethiopian, onlin, soldier, recent
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, victori, rebel, group, somali
## Topic 20: africa, captur, onlf, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 76 (approx. per word bound = -3.047, relative change = 1.795e-04)
## ..................................................................................................................
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## Completing Iteration 77 (approx. per word bound = -3.046, relative change = 1.736e-04)
## ..................................................................................................................
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## Completing Iteration 78 (approx. per word bound = -3.046, relative change = 1.720e-04)
## ..................................................................................................................
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## Completing Iteration 79 (approx. per word bound = -3.045, relative change = 1.704e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 80 (approx. per word bound = -3.045, relative change = 1.745e-04)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, ogaden, rebel, forc
## Topic 3: africa, polit, politica, asia, pacif
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, africa, ethiopian
## Topic 6: aggreg, arb, svd, africa, peac
## Topic 7: ogaden, battl, rebel, armi, recent
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, troop, claim, rebel, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, jun, somali, sep
## Topic 14: forc, govern, rebel, africa, claim
## Topic 15: onlf, attack, troop, battl, score
## Topic 16: militari, ogaden, onla, onlin, barrack
## Topic 17: ogaden, ethiopian, onlin, soldier, recent
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, victori, rebel, group, somali
## Topic 20: africa, onlf, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 81 (approx. per word bound = -3.044, relative change = 1.919e-04)
## ..................................................................................................................
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## Completing Iteration 82 (approx. per word bound = -3.043, relative change = 2.409e-04)
## ..................................................................................................................
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## Completing Iteration 83 (approx. per word bound = -3.043, relative change = 2.340e-04)
## ..................................................................................................................
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## Completing Iteration 84 (approx. per word bound = -3.042, relative change = 1.890e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 85 (approx. per word bound = -3.042, relative change = 1.600e-04)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, ogaden, rebel, forc
## Topic 3: africa, polit, asia, pacif, politica
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, africa, combin
## Topic 6: aggreg, arb, svd, africa, peac
## Topic 7: ogaden, battl, rebel, armi, recent
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, claim, rebel, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, jun, somali, sep
## Topic 14: forc, govern, rebel, africa, claim
## Topic 15: onlf, attack, troop, battl, score
## Topic 16: militari, ogaden, onla, onlin, barrack
## Topic 17: ogaden, ethiopian, onlin, soldier, recent
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, victori, rebel, group, somali
## Topic 20: africa, onlf, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 86 (approx. per word bound = -3.041, relative change = 1.538e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 87 (approx. per word bound = -3.041, relative change = 1.528e-04)
## ..................................................................................................................
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## Completing Iteration 88 (approx. per word bound = -3.040, relative change = 1.498e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 89 (approx. per word bound = -3.040, relative change = 1.457e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 90 (approx. per word bound = -3.039, relative change = 1.408e-04)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, ogaden, rebel, forc
## Topic 3: africa, polit, asia, pacif, politica
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, africa, combin
## Topic 6: aggreg, arb, svd, africa, peac
## Topic 7: ogaden, battl, rebel, armi, recent
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, rebel, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, jun, somali, sep
## Topic 14: forc, govern, rebel, africa, claim
## Topic 15: onlf, attack, troop, battl, front
## Topic 16: militari, ogaden, onla, onlin, barrack
## Topic 17: ogaden, ethiopian, onlin, soldier, recent
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, victori, rebel, ethiopia, group
## Topic 20: africa, onlf, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 91 (approx. per word bound = -3.039, relative change = 1.374e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 92 (approx. per word bound = -3.039, relative change = 1.387e-04)
## ..................................................................................................................
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## Completing Iteration 93 (approx. per word bound = -3.038, relative change = 1.433e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 94 (approx. per word bound = -3.038, relative change = 1.455e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 95 (approx. per word bound = -3.037, relative change = 1.299e-04)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, ogaden, rebel, forc
## Topic 3: africa, polit, asia, pacif, politica
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, africa, combin
## Topic 6: aggreg, arb, svd, africa, peac
## Topic 7: ogaden, battl, rebel, armi, africa
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, rebel, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, jun, somali, sep
## Topic 14: forc, govern, rebel, africa, claim
## Topic 15: onlf, attack, troop, battl, ogaden
## Topic 16: militari, ogaden, onla, onlin, barrack
## Topic 17: ogaden, ethiopian, onlin, soldier, kill
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, victori, rebel, ethiopia, somali
## Topic 20: africa, onlf, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 96 (approx. per word bound = -3.037, relative change = 1.088e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 97 (approx. per word bound = -3.037, relative change = 9.722e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 98 (approx. per word bound = -3.036, relative change = 9.199e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 99 (approx. per word bound = -3.036, relative change = 9.000e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 100 (approx. per word bound = -3.036, relative change = 8.787e-05)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, ogaden, forc, rebel
## Topic 3: africa, polit, asia, pacif, politica
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, africa, combin
## Topic 6: aggreg, arb, svd, africa, peac
## Topic 7: ogaden, battl, rebel, armi, africa
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, rebel, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, jun, somali, sep
## Topic 14: forc, govern, rebel, africa, claim
## Topic 15: onlf, attack, troop, battl, ogaden
## Topic 16: militari, ogaden, onla, onlin, barrack
## Topic 17: ogaden, ethiopian, onlin, soldier, kill
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, victori, ethiopia, rebel, somali
## Topic 20: africa, onlf, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 101 (approx. per word bound = -3.036, relative change = 8.843e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 102 (approx. per word bound = -3.035, relative change = 8.865e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 103 (approx. per word bound = -3.035, relative change = 9.277e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 104 (approx. per word bound = -3.035, relative change = 9.231e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 105 (approx. per word bound = -3.034, relative change = 8.731e-05)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, ogaden, forc, rebel
## Topic 3: africa, polit, asia, pacif, politica
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, africa, combin
## Topic 6: aggreg, arb, svd, africa, peac
## Topic 7: ogaden, battl, rebel, armi, africa
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, rebel, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, jun, somali, sep
## Topic 14: forc, rebel, govern, africa, claim
## Topic 15: onlf, attack, troop, battl, ogaden
## Topic 16: militari, onla, ogaden, onlin, bulletin
## Topic 17: ogaden, ethiopian, onlin, soldier, kill
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, victori, ethiopia, rebel, somali
## Topic 20: africa, onlf, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 106 (approx. per word bound = -3.034, relative change = 8.384e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 107 (approx. per word bound = -3.034, relative change = 8.594e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 108 (approx. per word bound = -3.034, relative change = 9.283e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 109 (approx. per word bound = -3.033, relative change = 1.116e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 110 (approx. per word bound = -3.033, relative change = 1.477e-04)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, ogaden, forc, rebel
## Topic 3: africa, polit, separ, asia, pacif
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, peac
## Topic 7: ogaden, rebel, battl, armi, africa
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, rebel, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, jun, somali, sep
## Topic 14: forc, rebel, govern, africa, claim
## Topic 15: onlf, attack, troop, battl, ogaden
## Topic 16: militari, onla, ogaden, onlin, barrack
## Topic 17: ogaden, ethiopian, onlin, soldier, kill
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, victori, ethiopia, rebel, somali
## Topic 20: africa, onlf, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 111 (approx. per word bound = -3.032, relative change = 1.828e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 112 (approx. per word bound = -3.032, relative change = 1.804e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 113 (approx. per word bound = -3.031, relative change = 1.059e-04)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 114 (approx. per word bound = -3.031, relative change = 7.618e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 115 (approx. per word bound = -3.031, relative change = 7.064e-05)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, ogaden, forc, rebel
## Topic 3: africa, polit, separ, asia, pacif
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, peac
## Topic 7: ogaden, rebel, battl, armi, africa
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, rebel, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, jun, somali, sep
## Topic 14: forc, rebel, govern, africa, claim
## Topic 15: onlf, attack, battl, troop, ogaden
## Topic 16: militari, onla, ogaden, onlin, barrack
## Topic 17: ogaden, ethiopian, onlin, soldier, kill
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, victori, ethiopia, rebel, somali
## Topic 20: africa, onlf, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 116 (approx. per word bound = -3.031, relative change = 6.872e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 117 (approx. per word bound = -3.031, relative change = 6.700e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 118 (approx. per word bound = -3.030, relative change = 6.650e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 119 (approx. per word bound = -3.030, relative change = 6.605e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 120 (approx. per word bound = -3.030, relative change = 6.382e-05)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, ogaden, forc, rebel
## Topic 3: africa, polit, separ, asia, pacif
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, peac
## Topic 7: ogaden, rebel, battl, armi, africa
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, rebel, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, somali, jun, sep
## Topic 14: forc, rebel, govern, africa, claim
## Topic 15: onlf, attack, battl, troop, ogaden
## Topic 16: militari, onla, ogaden, onlin, barrack
## Topic 17: ogaden, ethiopian, onlin, soldier, kill
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, victori, ethiopia, rebel, somali
## Topic 20: onlf, captur, africa, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 121 (approx. per word bound = -3.030, relative change = 6.303e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 122 (approx. per word bound = -3.030, relative change = 6.412e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 123 (approx. per word bound = -3.029, relative change = 6.208e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 124 (approx. per word bound = -3.029, relative change = 6.146e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 125 (approx. per word bound = -3.029, relative change = 6.067e-05)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, ogaden, forc, rebel
## Topic 3: africa, polit, separ, asia, pacif
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, peac
## Topic 7: ogaden, rebel, battl, armi, africa
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, rebel, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, somali, jun, sep
## Topic 14: forc, rebel, govern, africa, claim
## Topic 15: onlf, attack, battl, troop, ogaden
## Topic 16: militari, onla, ogaden, onlin, barrack
## Topic 17: ogaden, ethiopian, onlin, soldier, kill
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, victori, ethiopia, rebel, somali
## Topic 20: onlf, captur, break, free, godey
## ..................................................................................................................
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## Completing Iteration 126 (approx. per word bound = -3.029, relative change = 5.893e-05)
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## Completing Iteration 127 (approx. per word bound = -3.029, relative change = 6.043e-05)
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## Completing Iteration 129 (approx. per word bound = -3.028, relative change = 5.988e-05)
## ..................................................................................................................
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## Completing Iteration 130 (approx. per word bound = -3.028, relative change = 5.849e-05)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, ogaden, forc, rebel
## Topic 3: africa, polit, separ, asia, pacif
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, peac
## Topic 7: ogaden, rebel, battl, armi, africa
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, rebel, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, somali, jun, sep
## Topic 14: forc, rebel, govern, africa, claim
## Topic 15: onlf, attack, battl, troop, ogaden
## Topic 16: militari, onla, ogaden, onlin, barrack
## Topic 17: ogaden, ethiopian, onlin, soldier, kill
## Topic 18: freedom, ogadeni, somali, apr, africa
## Topic 19: sep, victori, ethiopia, rebel, somali
## Topic 20: onlf, captur, break, free, godey
## ..................................................................................................................
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## Completing Iteration 131 (approx. per word bound = -3.028, relative change = 5.898e-05)
## ..................................................................................................................
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## Completing Iteration 132 (approx. per word bound = -3.028, relative change = 5.883e-05)
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## Completing Iteration 133 (approx. per word bound = -3.028, relative change = 5.874e-05)
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## Completing Iteration 134 (approx. per word bound = -3.027, relative change = 5.886e-05)
## ..................................................................................................................
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## Completing Iteration 135 (approx. per word bound = -3.027, relative change = 5.759e-05)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, ogaden, forc, rebel
## Topic 3: africa, polit, separ, asia, pacif
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, peac
## Topic 7: rebel, ogaden, battl, armi, africa
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, rebel, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, somali, jun, sep
## Topic 14: forc, rebel, govern, africa, claim
## Topic 15: onlf, attack, battl, troop, ogaden
## Topic 16: militari, onla, ogaden, onlin, barrack
## Topic 17: ogaden, onlin, ethiopian, soldier, kill
## Topic 18: freedom, ogadeni, somali, apr, peopl
## Topic 19: sep, victori, ethiopia, rebel, somali
## Topic 20: onlf, captur, break, free, godey
## ..................................................................................................................
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## Completing Iteration 136 (approx. per word bound = -3.027, relative change = 5.895e-05)
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## Completing Iteration 137 (approx. per word bound = -3.027, relative change = 5.836e-05)
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## Completing Iteration 138 (approx. per word bound = -3.027, relative change = 5.820e-05)
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## Completing Iteration 139 (approx. per word bound = -3.027, relative change = 5.718e-05)
## ..................................................................................................................
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## Completing Iteration 140 (approx. per word bound = -3.026, relative change = 5.644e-05)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, ogaden, forc, rebel
## Topic 3: africa, polit, separ, asia, pacif
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, peac
## Topic 7: rebel, ogaden, battl, armi, africa
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, rebel, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, somali, jun, sep
## Topic 14: forc, rebel, govern, africa, claim
## Topic 15: onlf, attack, battl, ogaden, troop
## Topic 16: militari, onla, ogaden, onlin, barrack
## Topic 17: ogaden, onlin, ethiopian, soldier, kill
## Topic 18: freedom, ogadeni, somali, apr, peopl
## Topic 19: sep, victori, ethiopia, rebel, somali
## Topic 20: onlf, captur, break, free, godey
## ..................................................................................................................
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## Completing Iteration 141 (approx. per word bound = -3.026, relative change = 5.584e-05)
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## Completing Iteration 143 (approx. per word bound = -3.026, relative change = 5.384e-05)
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## Completing Iteration 144 (approx. per word bound = -3.026, relative change = 5.277e-05)
## ..................................................................................................................
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## Completing Iteration 145 (approx. per word bound = -3.026, relative change = 5.306e-05)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, forc, ogaden, rebel
## Topic 3: africa, polit, separ, asia, pacif
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, peac
## Topic 7: rebel, ogaden, battl, armi, africa
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, rebel, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, somali, jun, sep
## Topic 14: rebel, forc, govern, africa, claim
## Topic 15: onlf, attack, ogaden, battl, troop
## Topic 16: militari, onla, ogaden, onlin, barrack
## Topic 17: ogaden, onlin, ethiopian, soldier, kill
## Topic 18: freedom, ogadeni, somali, apr, peopl
## Topic 19: sep, victori, ethiopia, rebel, somali
## Topic 20: onlf, captur, break, free, godey
## ..................................................................................................................
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## Completing Iteration 146 (approx. per word bound = -3.025, relative change = 5.366e-05)
## ..................................................................................................................
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## Completing Iteration 147 (approx. per word bound = -3.025, relative change = 5.587e-05)
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## Completing Iteration 148 (approx. per word bound = -3.025, relative change = 5.803e-05)
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## Completing Iteration 149 (approx. per word bound = -3.025, relative change = 6.012e-05)
## ..................................................................................................................
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## Completing Iteration 150 (approx. per word bound = -3.025, relative change = 5.954e-05)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, forc, ogaden, rebel
## Topic 3: africa, polit, separ, asia, pacif
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, peac
## Topic 7: rebel, ogaden, battl, armi, africa
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, rebel, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, somali, jun, sep
## Topic 14: rebel, forc, govern, africa, claim
## Topic 15: onlf, attack, ogaden, battl, troop
## Topic 16: militari, onla, ogaden, onlin, barrack
## Topic 17: ogaden, onlin, ethiopian, soldier, kill
## Topic 18: freedom, ogadeni, somali, apr, peopl
## Topic 19: sep, victori, ethiopia, rebel, somali
## Topic 20: onlf, captur, break, free, godey
## ..................................................................................................................
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## Completing Iteration 151 (approx. per word bound = -3.025, relative change = 5.397e-05)
## ..................................................................................................................
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## Completing Iteration 152 (approx. per word bound = -3.024, relative change = 5.417e-05)
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## Completing Iteration 153 (approx. per word bound = -3.024, relative change = 5.472e-05)
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## Completing Iteration 154 (approx. per word bound = -3.024, relative change = 5.655e-05)
## ..................................................................................................................
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## Completing Iteration 155 (approx. per word bound = -3.024, relative change = 5.925e-05)
## Topic 1: crime, ethiopia, state, ogaden, region
## Topic 2: --, africa, forc, ogaden, rebel
## Topic 3: africa, polit, separ, asia, pacif
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, peac
## Topic 7: rebel, ogaden, battl, recent, armi
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, rebel, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, somali, jun, sep
## Topic 14: rebel, forc, govern, africa, claim
## Topic 15: onlf, attack, ogaden, battl, troop
## Topic 16: militari, onla, ogaden, onlin, barrack
## Topic 17: ogaden, onlin, ethiopian, soldier, kill
## Topic 18: freedom, ogadeni, somali, apr, peopl
## Topic 19: sep, victori, ethiopia, rebel, somali
## Topic 20: --, onlf, captur, break, free
## ..................................................................................................................
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## Completing Iteration 156 (approx. per word bound = -3.024, relative change = 5.874e-05)
## ..................................................................................................................
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## Completing Iteration 157 (approx. per word bound = -3.024, relative change = 5.613e-05)
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## Completing Iteration 158 (approx. per word bound = -3.023, relative change = 5.420e-05)
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## Completing Iteration 159 (approx. per word bound = -3.023, relative change = 5.343e-05)
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## Completing Iteration 160 (approx. per word bound = -3.023, relative change = 5.463e-05)
## Topic 1: crime, ethiopia, state, ogaden, onlf
## Topic 2: --, africa, forc, ogaden, rebel
## Topic 3: africa, polit, separ, asia, pacif
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, peac
## Topic 7: rebel, ogaden, battl, recent, armi
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, rebel, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, somali, jun, sep
## Topic 14: rebel, forc, govern, africa, claim
## Topic 15: onlf, attack, ogaden, battl, troop
## Topic 16: militari, onla, ogaden, onlin, barrack
## Topic 17: ogaden, onlin, ethiopian, soldier, kill
## Topic 18: freedom, ogadeni, somali, apr, peopl
## Topic 19: sep, victori, ethiopia, rebel, somali
## Topic 20: --, onlf, captur, break, free
## ..................................................................................................................
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## Completing Iteration 161 (approx. per word bound = -3.023, relative change = 5.493e-05)
## ..................................................................................................................
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## Completing Iteration 162 (approx. per word bound = -3.023, relative change = 5.780e-05)
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## Completing Iteration 163 (approx. per word bound = -3.023, relative change = 6.443e-05)
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## Completing Iteration 164 (approx. per word bound = -3.022, relative change = 7.556e-05)
## ..................................................................................................................
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## Completing Iteration 165 (approx. per word bound = -3.022, relative change = 9.541e-05)
## Topic 1: crime, ethiopia, state, ogaden, onlf
## Topic 2: --, africa, forc, ogaden, rebel
## Topic 3: africa, polit, separ, asia, pacif
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, peac
## Topic 7: rebel, ogaden, battl, recent, armi
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, rebel, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, somali, jun, sep
## Topic 14: rebel, forc, govern, africa, claim
## Topic 15: onlf, attack, ogaden, battl, --
## Topic 16: militari, onla, ogaden, onlin, barrack
## Topic 17: ogaden, onlin, ethiopian, soldier, kill
## Topic 18: freedom, ogadeni, somali, peopl, apr
## Topic 19: sep, victori, ethiopia, rebel, somali
## Topic 20: --, onlf, captur, break, free
## ..................................................................................................................
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## Completing Iteration 166 (approx. per word bound = -3.022, relative change = 1.196e-04)
## ..................................................................................................................
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## Completing Iteration 167 (approx. per word bound = -3.021, relative change = 1.381e-04)
## ..................................................................................................................
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## Completing Iteration 168 (approx. per word bound = -3.021, relative change = 1.366e-04)
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## Completing Iteration 169 (approx. per word bound = -3.020, relative change = 1.164e-04)
## ..................................................................................................................
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## Completing Iteration 170 (approx. per word bound = -3.020, relative change = 9.434e-05)
## Topic 1: crime, ethiopia, state, ogaden, onlf
## Topic 2: --, africa, forc, ogaden, rebel
## Topic 3: africa, polit, separ, politica, asia
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, peac
## Topic 7: rebel, battl, ogaden, recent, armi
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, rebel, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, somali, jun, sep
## Topic 14: rebel, forc, govern, africa, claim
## Topic 15: onlf, attack, ogaden, battl, --
## Topic 16: militari, onla, ogaden, onlin, barrack
## Topic 17: ogaden, onlin, ethiopian, soldier, kill
## Topic 18: freedom, ogadeni, somali, peopl, apr
## Topic 19: sep, victori, ethiopia, rebel, somali
## Topic 20: --, onlf, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 171 (approx. per word bound = -3.020, relative change = 8.638e-05)
## ..................................................................................................................
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## Completing Iteration 172 (approx. per word bound = -3.020, relative change = 9.119e-05)
## ..................................................................................................................
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## Completing Iteration 173 (approx. per word bound = -3.019, relative change = 9.865e-05)
## ..................................................................................................................
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## Completing Iteration 174 (approx. per word bound = -3.019, relative change = 7.911e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 175 (approx. per word bound = -3.019, relative change = 6.327e-05)
## Topic 1: crime, ethiopia, state, ogaden, onlf
## Topic 2: --, africa, forc, rebel, ogaden
## Topic 3: africa, polit, separ, asia, pacif
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, asia
## Topic 7: rebel, battl, ogaden, recent, armi
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, rebel, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, somali, jun, sep
## Topic 14: rebel, forc, govern, africa, claim
## Topic 15: onlf, attack, ogaden, battl, --
## Topic 16: militari, onla, ogaden, onlin, barrack
## Topic 17: ogaden, onlin, ethiopian, soldier, kill
## Topic 18: freedom, ogadeni, somali, peopl, apr
## Topic 19: sep, victori, ethiopia, rebel, somali
## Topic 20: --, onlf, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 176 (approx. per word bound = -3.019, relative change = 5.706e-05)
## ..................................................................................................................
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## Completing Iteration 177 (approx. per word bound = -3.019, relative change = 5.393e-05)
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## Completing Iteration 178 (approx. per word bound = -3.018, relative change = 5.193e-05)
## ..................................................................................................................
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## Completing Iteration 179 (approx. per word bound = -3.018, relative change = 5.122e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 180 (approx. per word bound = -3.018, relative change = 5.112e-05)
## Topic 1: crime, ethiopia, state, ogaden, onlf
## Topic 2: --, africa, forc, rebel, ogaden
## Topic 3: africa, polit, separ, asia, pacif
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, asia
## Topic 7: rebel, battl, ogaden, recent, armi
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, rebel, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, somali, jun, sep
## Topic 14: rebel, forc, govern, africa, claim
## Topic 15: onlf, attack, ogaden, --, battl
## Topic 16: militari, onla, ogaden, onlin, barrack
## Topic 17: ogaden, onlin, ethiopian, soldier, kill
## Topic 18: freedom, ogadeni, somali, peopl, apr
## Topic 19: sep, victori, ethiopia, rebel, somali
## Topic 20: --, onlf, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 181 (approx. per word bound = -3.018, relative change = 5.152e-05)
## ..................................................................................................................
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## Completing Iteration 182 (approx. per word bound = -3.018, relative change = 5.284e-05)
## ..................................................................................................................
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## Completing Iteration 183 (approx. per word bound = -3.018, relative change = 5.491e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
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## Completing Iteration 184 (approx. per word bound = -3.017, relative change = 5.924e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 185 (approx. per word bound = -3.017, relative change = 6.182e-05)
## Topic 1: crime, ethiopia, state, ogaden, onlf
## Topic 2: --, africa, forc, rebel, ogaden
## Topic 3: africa, polit, separ, politica, asia
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, asia
## Topic 7: rebel, battl, ogaden, recent, armi
## Topic 8: militari, rebel, claim, ethiopia, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: govern, rebel, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, somali, jun, sep
## Topic 14: rebel, forc, govern, africa, claim
## Topic 15: onlf, attack, ogaden, --, battl
## Topic 16: militari, onla, onlin, ogaden, barrack
## Topic 17: ogaden, onlin, ethiopian, soldier, kill
## Topic 18: freedom, ogadeni, somali, peopl, apr
## Topic 19: victori, sep, ethiopia, rebel, somali
## Topic 20: --, onlf, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 186 (approx. per word bound = -3.017, relative change = 6.076e-05)
## ..................................................................................................................
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## Completing Iteration 187 (approx. per word bound = -3.017, relative change = 5.645e-05)
## ..................................................................................................................
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## Completing Iteration 188 (approx. per word bound = -3.017, relative change = 5.157e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 189 (approx. per word bound = -3.017, relative change = 4.873e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 190 (approx. per word bound = -3.016, relative change = 4.781e-05)
## Topic 1: crime, ethiopia, state, ogaden, onlf
## Topic 2: --, africa, forc, rebel, ogaden
## Topic 3: africa, polit, separ, asia, pacif
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, asia
## Topic 7: rebel, battl, ogaden, recent, armi
## Topic 8: militari, rebel, ethiopia, claim, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: rebel, govern, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, somali, jun, sep
## Topic 14: rebel, forc, govern, africa, claim
## Topic 15: onlf, attack, ogaden, --, battl
## Topic 16: militari, onla, onlin, ogaden, barrack
## Topic 17: ogaden, onlin, ethiopian, soldier, kill
## Topic 18: freedom, ogadeni, somali, peopl, apr
## Topic 19: victori, sep, ethiopia, rebel, somali
## Topic 20: --, onlf, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 191 (approx. per word bound = -3.016, relative change = 4.755e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 192 (approx. per word bound = -3.016, relative change = 4.931e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 193 (approx. per word bound = -3.016, relative change = 5.050e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 194 (approx. per word bound = -3.016, relative change = 5.471e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 195 (approx. per word bound = -3.016, relative change = 6.534e-05)
## Topic 1: crime, ethiopia, state, ogaden, onlf
## Topic 2: --, africa, forc, rebel, ogaden
## Topic 3: africa, polit, separ, asia, pacif
## Topic 4: ogaden, ababa, addi, amhar, kill
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, arab
## Topic 7: rebel, battl, ogaden, recent, armi
## Topic 8: militari, rebel, ethiopia, claim, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: rebel, govern, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: peopl, africa, somali, jun, sep
## Topic 14: rebel, forc, govern, africa, claim
## Topic 15: onlf, attack, ogaden, --, battl
## Topic 16: militari, onla, onlin, ogaden, barrack
## Topic 17: ogaden, onlin, ethiopian, soldier, kill
## Topic 18: freedom, ogadeni, somali, peopl, apr
## Topic 19: victori, sep, ethiopia, rebel, somali
## Topic 20: --, onlf, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 196 (approx. per word bound = -3.016, relative change = 4.785e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 197 (approx. per word bound = -3.015, relative change = 4.189e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 198 (approx. per word bound = -3.015, relative change = 4.355e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 199 (approx. per word bound = -3.015, relative change = 4.647e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 200 (approx. per word bound = -3.015, relative change = 4.795e-05)
## Topic 1: crime, ethiopia, state, ogaden, onlf
## Topic 2: --, africa, forc, rebel, ethiopian
## Topic 3: africa, polit, separ, asia, pacif
## Topic 4: ogaden, ababa, addi, kill, amhar
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, arab
## Topic 7: rebel, battl, ogaden, recent, armi
## Topic 8: militari, rebel, ethiopia, claim, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: rebel, govern, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: africa, peopl, somali, jun, sep
## Topic 14: rebel, forc, govern, africa, claim
## Topic 15: onlf, attack, ogaden, --, battl
## Topic 16: militari, onla, onlin, ogaden, barrack
## Topic 17: ogaden, onlin, ethiopian, soldier, kill
## Topic 18: freedom, ogadeni, somali, peopl, apr
## Topic 19: victori, sep, ethiopia, rebel, somali
## Topic 20: --, onlf, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 201 (approx. per word bound = -3.015, relative change = 4.987e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 202 (approx. per word bound = -3.015, relative change = 5.087e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 203 (approx. per word bound = -3.014, relative change = 5.444e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 204 (approx. per word bound = -3.014, relative change = 5.247e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 205 (approx. per word bound = -3.014, relative change = 5.200e-05)
## Topic 1: crime, ethiopia, state, ogaden, onlf
## Topic 2: --, africa, forc, rebel, ethiopian
## Topic 3: africa, polit, separ, asia, pacif
## Topic 4: ogaden, ababa, addi, kill, amhar
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, arab
## Topic 7: rebel, battl, ogaden, recent, armi
## Topic 8: militari, rebel, ethiopia, claim, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: rebel, govern, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: africa, peopl, somali, jun, sep
## Topic 14: rebel, forc, govern, africa, claim
## Topic 15: onlf, attack, ogaden, --, battl
## Topic 16: militari, onla, onlin, ogaden, barrack
## Topic 17: ogaden, onlin, ethiopian, soldier, kill
## Topic 18: freedom, ogadeni, somali, peopl, apr
## Topic 19: victori, sep, ethiopia, rebel, somali
## Topic 20: --, onlf, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 206 (approx. per word bound = -3.014, relative change = 5.090e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 207 (approx. per word bound = -3.014, relative change = 4.639e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 208 (approx. per word bound = -3.014, relative change = 3.641e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 209 (approx. per word bound = -3.014, relative change = 3.483e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 210 (approx. per word bound = -3.014, relative change = 3.545e-05)
## Topic 1: crime, ethiopia, state, ogaden, onlf
## Topic 2: --, africa, forc, rebel, ethiopian
## Topic 3: africa, polit, separ, asia, pacif
## Topic 4: ogaden, ababa, addi, kill, amhar
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, arab
## Topic 7: rebel, battl, ogaden, recent, armi
## Topic 8: militari, ethiopia, rebel, claim, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: rebel, govern, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, rebel
## Topic 13: africa, peopl, somali, jun, sep
## Topic 14: rebel, forc, govern, africa, claim
## Topic 15: onlf, attack, ogaden, --, battl
## Topic 16: militari, onla, onlin, ogaden, barrack
## Topic 17: ogaden, onlin, ethiopian, soldier, kill
## Topic 18: freedom, ogadeni, peopl, somali, apr
## Topic 19: victori, sep, ethiopia, rebel, somali
## Topic 20: --, onlf, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 211 (approx. per word bound = -3.013, relative change = 3.717e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 212 (approx. per word bound = -3.013, relative change = 3.909e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 213 (approx. per word bound = -3.013, relative change = 4.257e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 214 (approx. per word bound = -3.013, relative change = 4.364e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 215 (approx. per word bound = -3.013, relative change = 4.776e-05)
## Topic 1: crime, ethiopia, state, ogaden, onlf
## Topic 2: --, africa, forc, rebel, ethiopian
## Topic 3: africa, polit, separ, politica, asia
## Topic 4: ogaden, ababa, addi, kill, amhar
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, arab
## Topic 7: rebel, battl, ogaden, recent, armi
## Topic 8: militari, ethiopia, rebel, claim, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: rebel, govern, claim, troop, success
## Topic 12: ethiopia, attack, claim, ogaden, somali
## Topic 13: africa, peopl, somali, jun, sep
## Topic 14: rebel, forc, govern, africa, claim
## Topic 15: onlf, attack, ogaden, --, battl
## Topic 16: militari, onla, onlin, ogaden, barrack
## Topic 17: ogaden, onlin, ethiopian, soldier, kill
## Topic 18: freedom, ogadeni, peopl, somali, apr
## Topic 19: victori, sep, ethiopia, rebel, somali
## Topic 20: --, onlf, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 216 (approx. per word bound = -3.013, relative change = 1.154e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 217 (approx. per word bound = -3.013, relative change = 2.711e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 218 (approx. per word bound = -3.013, relative change = 2.859e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 219 (approx. per word bound = -3.013, relative change = 3.488e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 220 (approx. per word bound = -3.013, relative change = 3.980e-05)
## Topic 1: crime, ethiopia, state, ogaden, onlf
## Topic 2: --, africa, forc, rebel, ethiopian
## Topic 3: africa, polit, separ, asia, pacif
## Topic 4: ogaden, ababa, addi, kill, amhar
## Topic 5: militarycommuniqu, military_communique_october_, ethiomedia, combin, africa
## Topic 6: aggreg, arb, svd, africa, arab
## Topic 7: rebel, battl, ogaden, recent, armi
## Topic 8: militari, ethiopia, rebel, claim, onlf
## Topic 9: kill, rebel, soldier, govern, claim
## Topic 10: opposit, ethiopian, apr, asmara, eritrean
## Topic 11: rebel, govern, claim, troop, success
## Topic 12: ethiopia, attack, claim, somali, ogaden
## Topic 13: africa, peopl, somali, jun, sep
## Topic 14: rebel, forc, govern, africa, claim
## Topic 15: onlf, ogaden, attack, --, battl
## Topic 16: militari, onla, onlin, ogaden, barrack
## Topic 17: ogaden, onlin, ethiopian, soldier, kill
## Topic 18: freedom, ogadeni, peopl, somali, apr
## Topic 19: victori, sep, ethiopia, rebel, somali
## Topic 20: --, onlf, captur, break, free
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Completing Iteration 221 (approx. per word bound = -3.012, relative change = 6.289e-05)
## ..................................................................................................................
## Completed E-Step (0 seconds).
## Completed M-Step.
## Model Converged
## [1] "check plot"